Plain Puppeteer on 30 public sites

19 of 30 DOM captures met the unchanged content checks. This pass used plain JavaScript Puppeteer with the same Chrome 153 binary as Playwright and Patchright, stock launch defaults and fresh browser state. Inspect all 360 dated records across twelve tools.

One fresh sequential attempt per frozen URL and tool, from the same host without a proxy. Runs happened at different UTC times. Headers, cookies, fingerprints, redirects, parsing, page resources and timing work differ. These counts establish no global winner, reliability estimate or cause of a block.

Content checks, dates and tested modes

Botasaurus

21 / 30 met checks

Headless Chrome / driver.get

Sep 29, 2026, 21:05:10–21:08:28 UTC

Botasaurus 4.0.97, driver 4.0.101, Google Chrome for Testing 153.0.8010.12, Python 3.12.3. Fresh temporary Chrome profile; full normal JS/resources. Default headless UA override removes Headless. Ordinary session cookies, native redirect cap 20. No proxy, account, custom fingerprint, human cursor or Cloudflare bypass.

Camoufox

18 / 30 met checks

Headless Firefox

Sep 29, 2026, 19:52:59–19:58:37 UTC

Camoufox 0.5.6, Firefox 152.0.4-beta.31 (application.ini and version.json). Generated Linux BrowserForge fingerprint and geometry; cached uBlock Origin can filter resources. Fresh cookies, JS enabled, redirect cap 3. Twenty-second DOMContentLoaded deadline and two-second settle.

Crawlee

13 / 30 met checks

CheerioCrawler / HTTP only

Sep 29, 2026, 22:43:38–22:45:42 UTC

Crawlee CheerioCrawler 3.18.2, got-scraping 4.2.1, v22.22.2. Stock generated browser-like headers and HTTP/2 negotiation. Fresh process, cookie/session storage off, robots off, redirect cap 3; crawler/block/session/got retries disabled. Verified page-request TLS, no proxy, browser, JS, resources or link enqueueing. Not a full crawl.

curl_cffi

14 / 30 met checks

Direct HTTP / Chrome150

Sep 29, 2026, 21:52:51–21:54:13 UTC

curl_cffi 0.16.3, direct Session.get with explicit Chrome150 TLS/HTTP impersonation and default headers. No custom headers or Google Referer. Fresh session, redirect cookies possible, cap 3 and retries 0. No browser, JavaScript or Scrapling selector construction. Twenty-second transfer limit.

Lightpanda

18 / 30 met checks

Browser engine

Sep 29, 2026, 19:25:06–19:27:46 UTC

Lightpanda 1.0.0-nightly.9909+f086b75d5. JS/fetch/XHR enabled; images, styles, iframes and workers were not opted in. Fresh cookies, private-network requests blocked, native redirect cap 10. Twenty-second DOMContentLoaded deadline and two-second settle.

Patchright

19 / 30 met checks

Headless Chromium

Sep 29, 2026, 19:38:39–19:42:00 UTC

Patchright 1.63.0, Google Chrome for Testing 153.0.8010.12. Fresh in-memory context, normal Chrome JS/resources, no custom user agent or interception. Native redirect cap 20; same binary as Botasaurus, different driver and launch policy. Twenty-second DOMContentLoaded deadline and two-second settle.

Playwright

19 / 30 met checks

Plain headless Chrome

Sep 29, 2026, 22:24:36–22:27:53 UTC

Playwright Python 1.63.0, Google Chrome for Testing 153.0.8010.12. Same pinned Chrome binary and explicit headless launch/context/wait options as Patchright, later UTC window. Stock driver, no added stealth, UA override or interception. Fresh cookies, full JS/resources, native redirect cap 20. Default HeadlessChrome UA, webdriver=true, sandbox off and TLS errors not ignored. Twenty-second DOMContentLoaded deadline and two-second settle.

Puppeteer

19 / 30 met checks

Plain headless Chrome / CDP 5 s

Sep 29, 2026, 23:05:15–23:08:12 UTC

Puppeteer 25.12.0, Google Chrome for Testing 153.0.8010.12, v22.22.2. Same pinned Chrome 153 binary as Playwright/Patchright, custom executablePath; normally paired Chrome 154 differs, compatibility not guaranteed. Stock launch defaults include --enable-automation. Fresh browser/context, viewport 1280x720, full JS/resources/session cookies, no stealth or UA override. Native redirect cap 20, verified TLS, sandbox off, no proxy. DOMContentLoaded 20s with a five-second CDP command limit, then two-second settle.

Scrapling

15 / 30 met checks

HTTP Fetcher only

Sep 29, 2026, 20:06:38–20:08:06 UTC

Scrapling 0.4.15, curl_cffi 0.16.3. Fetcher.get, Chrome150 network impersonation and default stealthy headers with Google Referer. Fresh curl session, redirect cookies possible; cap 3, retries 0. No browser or JS. Twenty-second transfer limit.

Scrapy

11 / 30 met checks

Single-page Spider / HTTP

Sep 29, 2026, 22:07:46–22:09:35 UTC

Scrapy 2.19.0, Twisted 26.4.0. One-request Spider, stock HTTP/1.1 downloader and identified Scrapy User-Agent. Fresh process, cookies/robots off, normal redirect cap 3, no meta refresh. Scrapy retry middleware off; stock cached-connection recovery not separately instrumented. No proxy, browser or JS. Twenty-second per-hop limit.

SeleniumBase

19 / 30 met checks

Headless Chrome / UC off

Sep 29, 2026, 21:26:41–21:30:19 UTC

SeleniumBase 4.54.12, Selenium 4.49.0, Chrome / ChromeDriver 153.0.8010.12. DriverContext with UC disabled. Fresh disk profile, normal JS/resources, no custom fingerprint. Default HeadlessChrome user agent and webdriver=true; Linux sandbox disabled and certificate errors ignored by framework defaults. Native redirect cap 20, eager load wait and two-second settle.

wreq Python

13 / 30 met checks

HTTP client

Sep 29, 2026, 19:15:27–19:16:44 UTC

wreq 0.12.3, Chrome134 network emulation. Fresh HTTP client with cookie storage disabled, no JS or browser resources. Redirect cap 3 and twenty-second transfer limit.

Alphabetical order. “Met checks” requires HTTP 200, complete capture, minimum text, every required word group and any listing patterns, with no checked soft-block phrase or navigation/capture/process error. The source-text parser excludes head, script, style, template and noscript; it does not resolve CSS visibility or verify complete field extraction.

Nineteen captures met checks. Six returned HTTP 403, three lacked required content, Walmart matched a soft-block phrase and Best Buy had a navigation error. One HTTP 200 had empty checked text because its DOM capture failed. HTTP 200 alone is not a pass; errors take priority under the unchanged classifier.

Target’s private PNG shows a Quick verification challenge that the frozen soft-block phrases missed. Its classification remains missing required content. Instagram’s DOM passes while its PNG shows a cookie-consent overlay above the NASA profile. Neither challenge nor consent was clicked. Best Buy returned HTTP 200 but the five-second CDP command deadline, destroyed DOM context and screenshot timeout prevented a usable capture.

The checker excludes script/style/head text and does not resolve CSS visibility, iframe or shadow-root content. RON prices remain outside the frozen $, £ or € listing pattern. Example Domain separate-letter markup can miss the required phrase. A DOM pass does not prove visible content, complete field extraction or successful interaction.

All 30 targets, twelve dated attempts each

Manifest order. Open a target for Puppeteer’s exact checks, timings, errors and hashes first, followed by the eleven earlier modes in alphabetical order.

1. Kohl’scommerceBotasaurus · HTTP 403http access deniedCamoufox · HTTP 200missing required contentCrawlee · HTTP 403http access deniedcurl_cffi · HTTP 403http access deniedLightpanda · HTTP 403http access deniedPatchright · HTTP 403http access deniedPlaywright · HTTP 403http access deniedPuppeteer · HTTP 403http access deniedScrapling · HTTP 200missing required contentScrapy · HTTP 403http access deniedSeleniumBase · HTTP 403http access deniedwreq Python · HTTP 403http access denied

Required: Men’s T-shirt product listing with prices. https://www.kohls.com/catalog/mens-tshirts-clothing.jsp?CN=Gender:Mens+Product:T-Shirts+Department:Clothing

Puppeteer

UTC start / finish
2026-09-29T23:05:16.128Z / 2026-09-29T23:05:18.777Z
Original / final URL
https://www.kohls.com/catalog/mens-tshirts-clothing.jsp?CN=Gender:Mens+Product:T-Shirts+Department:Clothing
https://www.kohls.com/catalog/mens-tshirts-clothing.jsp?CN=Gender:Mens+Product:T-Shirts+Department:Clothing
Redirects
no http redirect observed
Status / content outcome
HTTP 403; http access denied. Nonempty checked text.
Latency basis
0.17291960600000003 s navigation; 2.175 s through DOM capture; 2.648755652 s total
Sampled process-tree PSS
407.927 MiB sampled peak; 23 samples
Capture
325 bytes; Complete serialized UTF-8 DOM
Checked text
227 characters; minimum 300
Required word groups
t-shirt / tees: missing
men: matched men
Listing patterns
[$£€]\s?\d[\d,.]*: 0 matches; needs 3
Soft-block / gate phrases
access denied / No checked gate phrase
Private capture inspection
Saved serialized DOM rechecked offline with unchanged rules: http access denied. This does not prove rendered visibility, complete field extraction or interaction.
Errors
No navigation, capture or process error
Screenshot
Private viewport PNG SHA-256: ea55197b9231cc4bfe044037be6a2d3230e056d6d2a7fb6b5285623023f82399
Capture SHA-256
ed165a7977141c2fa896bd89cdc870f89e85bf92940e809adec235ae0a0ee995
Exact settings and attempt metadata

Botasaurus

UTC start / finish
2026-09-29T21:05:11.309675+00:00 / 2026-09-29T21:05:14.402924+00:00
Original / final URL
https://www.kohls.com/catalog/mens-tshirts-clothing.jsp?CN=Gender:Mens+Product:T-Shirts+Department:Clothing
https://www.kohls.com/catalog/mens-tshirts-clothing.jsp?CN=Gender:Mens+Product:T-Shirts+Department:Clothing
Redirects
none
Status / content outcome
HTTP 403; http access denied. Nonempty checked text.
Latency basis
0.537 s navigation; 2.540 s through DOM capture; 3.093 s total
Sampled process-tree PSS
518.752 MiB sampled peak; 27 samples
Capture
325 bytes; Complete serialized UTF-8 DOM
Checked text
227 characters; minimum 300
Required word groups
t-shirt / tees: missing
men: matched men
Listing patterns
[$£€]\s?\d[\d,.]*: 0 matches; needs 3
Soft-block / gate phrases
access denied / No checked gate phrase
Private capture inspection
Saved DOM was rechecked against frozen content rules; http access denied.
Errors
No navigation, capture or process error
Screenshot
Private viewport PNG SHA-256: 5f676225bbafda3149b429d7b2d49d309efc77554b150287a0583fb6e7d0b1dd
Capture SHA-256
bac82c7c422239912e968f8d02f6665eedc85d361f620563e9820165c1c282ad
Exact settings and attempt metadata

Camoufox

UTC start / finish
2026-09-29T19:52:59.581463+00:00 / 2026-09-29T19:53:06.190839+00:00
Original / final URL
https://www.kohls.com/catalog/mens-tshirts-clothing.jsp?CN=Gender:Mens+Product:T-Shirts+Department:Clothing
https://www.kohls.com/catalog/mens-tshirts-clothing.jsp?CN=Gender:Mens+Product:T-Shirts+Department:Clothing
Redirects
none
Status / content outcome
HTTP 200; missing required content. Nonempty checked text.
Latency basis
1.646 s navigation; 3.654 s through DOM capture; 6.609 s total
Sampled process-tree PSS
1057.754 MiB sampled peak; 60 samples
Capture
2,511 bytes; Complete serialized UTF-8 DOM
Checked text
32 characters; minimum 300
Required word groups
t-shirt / tees: missing
men: missing
Listing patterns
[$£€]\s?\d[\d,.]*: 0 matches; needs 3
Soft-block / gate phrases
No checked soft-block phrase / No checked gate phrase
Private capture inspection
HTTP 200 with only challenge-provider/footer text, not the required clothing listing. Private screenshot is effectively blank. The fixed phrase detector does not name this challenge; strict required-content checks still fail.
Errors
No navigation, capture or process error
Screenshot
Private viewport PNG SHA-256: 51cf2ab51bea4ed876a75b50f601c114262b2de2ca988950d4432aa100dadada
Capture SHA-256
25c77a8afe55d2beac423c8b4552c7c6fac1b062ccb529c5e23b080d6a5e2e64
Exact settings and attempt metadata

Crawlee

UTC start / finish
2026-09-29T22:43:38.259Z / 2026-09-29T22:43:38.823Z
Original / final URL
https://www.kohls.com/catalog/mens-tshirts-clothing.jsp?CN=Gender:Mens+Product:T-Shirts+Department:Clothing
https://www.kohls.com/catalog/mens-tshirts-clothing.jsp?CN=Gender:Mens+Product:T-Shirts+Department:Clothing
Redirects
none
Status / content outcome
HTTP 403; http access denied. Nonempty checked text.
Latency basis
0.467 s HTTP navigation, transfer and Cheerio parsing (or error completion)
Sampled process-tree PSS
94.141 MiB sampled peak; 18 samples
Capture
577 bytes; Complete client-decompressed HTTP body before Cheerio conversion
Checked text
227 characters; minimum 300
Required word groups
t-shirt / tees: missing
men: matched men
Listing patterns
[$£€]\s?\d[\d,.]*: 0 matches; needs 3
Soft-block / gate phrases
access denied / No checked gate phrase
Private capture inspection
Saved HTTP body rechecked with unchanged rules: http access denied.
Errors
No navigation, capture or process error
Screenshot
HTTP mode; no browser or screenshot
Capture SHA-256
ab9e7bb5389a18fe1dbcd8fc0c8bfd11ac93089d7dcca7c6c7e4b796a879a86d
Exact settings and attempt metadata

curl_cffi

UTC start / finish
2026-09-29T21:52:51.478928+00:00 / 2026-09-29T21:52:51.663338+00:00
Original / final URL
https://www.kohls.com/catalog/mens-tshirts-clothing.jsp?CN=Gender:Mens+Product:T-Shirts+Department:Clothing
https://www.kohls.com/catalog/mens-tshirts-clothing.jsp?CN=Gender:Mens+Product:T-Shirts+Department:Clothing
Redirects
none
Status / content outcome
HTTP 403; http access denied. Nonempty checked text.
Latency basis
0.182 s session.get body transfer; 0.184 s attempt
Sampled process-tree PSS
22.646 MiB sampled peak; 4 samples
Capture
577 bytes; Complete client-decompressed HTTP body
Checked text
227 characters; minimum 300
Required word groups
t-shirt / tees: missing
men: matched men
Listing patterns
[$£€]\s?\d[\d,.]*: 0 matches; needs 3
Soft-block / gate phrases
access denied / No checked gate phrase
Private capture inspection
Original client-decompressed body was rechecked with unchanged rules: http access denied.
Errors
No navigation, capture or process error
Screenshot
HTTP mode; no screenshot
Capture SHA-256
a1dd72511fed088b4792ec859d04cedde97b1da463e4e9218d77089ce370c1fb
Exact settings and attempt metadata

Lightpanda

UTC start / finish
2026-09-29T19:25:06.128819+00:00 / 2026-09-29T19:25:09.974033+00:00
Original / final URL
https://www.kohls.com/catalog/mens-tshirts-clothing.jsp?CN=Gender:Mens+Product:T-Shirts+Department:Clothing
https://www.kohls.com/catalog/mens-tshirts-clothing.jsp?CN=Gender:Mens+Product:T-Shirts+Department:Clothing
Redirects
none
Status / content outcome
HTTP 403; http access denied. Nonempty checked text.
Latency basis
1.403 s navigation; 3.411 s through DOM capture; 3.845 s total
Sampled process-tree PSS
214.727 MiB sampled peak; 39 samples
Capture
495 bytes; Complete serialized UTF-8 DOM
Checked text
227 characters; minimum 300
Required word groups
t-shirt / tees: missing
men: matched men
Listing patterns
[$£€]\s?\d[\d,.]*: 0 matches; needs 3
Soft-block / gate phrases
access denied / No checked gate phrase
Private capture inspection
Access-denied response; no product prices or listing.
Errors
No navigation, capture or process error
Screenshot
No saved screenshot
Capture SHA-256
f47eebda8787f90a7d839d508a68e0260b3039c6946a5a3be11b802378d07e36
Exact settings and attempt metadata

Patchright

UTC start / finish
2026-09-29T19:38:39.910720+00:00 / 2026-09-29T19:38:42.998902+00:00
Original / final URL
https://www.kohls.com/catalog/mens-tshirts-clothing.jsp?CN=Gender:Mens+Product:T-Shirts+Department:Clothing
https://www.kohls.com/catalog/mens-tshirts-clothing.jsp?CN=Gender:Mens+Product:T-Shirts+Department:Clothing
Redirects
none
Status / content outcome
HTTP 403; http access denied. Nonempty checked text.
Latency basis
0.286 s navigation; 2.295 s through DOM capture; 3.088 s total
Sampled process-tree PSS
537.106 MiB sampled peak; 26 samples
Capture
325 bytes; Complete serialized UTF-8 DOM
Checked text
227 characters; minimum 300
Required word groups
t-shirt / tees: missing
men: matched men
Listing patterns
[$£€]\s?\d[\d,.]*: 0 matches; needs 3
Soft-block / gate phrases
access denied / No checked gate phrase
Private capture inspection
HTTP 403 access-denied page, with no product listing or prices.
Errors
No navigation, capture or process error
Screenshot
Private viewport PNG SHA-256: f80f146969992f584076413cbaab9db87b7fd3887df8e07d452d5c597f1ece3e
Capture SHA-256
3d962e4b2248a9572755e06fc31a837252a54be995966e50502c23f19ed15851
Exact settings and attempt metadata

Playwright

UTC start / finish
2026-09-29T22:24:36.485837+00:00 / 2026-09-29T22:24:39.451813+00:00
Original / final URL
https://www.kohls.com/catalog/mens-tshirts-clothing.jsp?CN=Gender:Mens+Product:T-Shirts+Department:Clothing
https://www.kohls.com/catalog/mens-tshirts-clothing.jsp?CN=Gender:Mens+Product:T-Shirts+Department:Clothing
Redirects
none
Status / content outcome
HTTP 403; http access denied. Nonempty checked text.
Latency basis
0.197 s navigation; 2.201 s through DOM capture; 2.966 s total
Sampled process-tree PSS
531.193 MiB sampled peak; 26 samples
Capture
325 bytes; Complete serialized UTF-8 DOM
Checked text
227 characters; minimum 300
Required word groups
t-shirt / tees: missing
men: matched men
Listing patterns
[$£€]\s?\d[\d,.]*: 0 matches; needs 3
Soft-block / gate phrases
access denied / No checked gate phrase
Private capture inspection
Saved DOM rechecked against unchanged rules: http access denied.
Errors
No navigation, capture or process error
Screenshot
Private viewport PNG SHA-256: 91524a615bf1b8801087fb32bc456d7c3bb2caeec01a147194eb5182520be9d7
Capture SHA-256
7d146bae390299966b7b285b5f6e19fff0b6951e846647b5f117905a62d417b5
Exact settings and attempt metadata

Scrapling

UTC start / finish
2026-09-29T20:06:38.487591+00:00 / 2026-09-29T20:06:38.711394+00:00
Original / final URL
https://www.kohls.com/catalog/mens-tshirts-clothing.jsp?CN=Gender:Mens+Product:T-Shirts+Department:Clothing
https://www.kohls.com/catalog/mens-tshirts-clothing.jsp?CN=Gender:Mens+Product:T-Shirts+Department:Clothing
Redirects
none
Status / content outcome
HTTP 200; missing required content. Nonempty checked text.
Latency basis
0.223 s body transfer and selector construction
Sampled process-tree PSS
36.455 MiB sampled peak; 5 samples
Capture
2,501 bytes; Complete client-decompressed HTTP body
Checked text
32 characters; minimum 300
Required word groups
t-shirt / tees: missing
men: missing
Listing patterns
[$£€]\s?\d[\d,.]*: 0 matches; needs 3
Soft-block / gate phrases
No checked soft-block phrase / No checked gate phrase
Private capture inspection
HTTP 200 with challenge-provider/footer text, not clothing listings. The fixed soft-block phrase detector does not name this surface; strict required-content checks still fail.
Errors
No navigation, capture or process error
Screenshot
HTTP mode; no screenshot
Capture SHA-256
6d0779a028ac0c2e3da6442ee6ad21dd4502e378c3e053b5e632cf2c1470a618
Exact settings and attempt metadata

Scrapy

UTC start / finish
2026-09-29T22:07:46.424696+00:00 / 2026-09-29T22:07:47.141527+00:00
Original / final URL
https://www.kohls.com/catalog/mens-tshirts-clothing.jsp?CN=Gender:Mens+Product:T-Shirts+Department:Clothing
https://www.kohls.com/catalog/mens-tshirts-clothing.jsp?CN=Gender:Mens+Product:T-Shirts+Department:Clothing
Redirects
none
Status / content outcome
HTTP 403; http access denied. Nonempty checked text.
Latency basis
0.113 s initial request scheduling through response/errback; 0.717 s worker attempt
Sampled process-tree PSS
62.033 MiB sampled peak; 11 samples
Capture
421 bytes; Complete client-decompressed Spider response
Checked text
227 characters; minimum 300
Required word groups
t-shirt / tees: missing
men: matched men
Listing patterns
[$£€]\s?\d[\d,.]*: 0 matches; needs 3
Soft-block / gate phrases
access denied / No checked gate phrase
Private capture inspection
Saved response was rechecked with unchanged rules: http access denied.
Errors
No navigation, capture or process error
Screenshot
HTTP mode; no screenshot
Capture SHA-256
7df32d50a80bf340df0c3f09d0ea11ae6a5020c31b9a78647dabf28d4d026be9
Exact settings and attempt metadata

SeleniumBase

UTC start / finish
2026-09-29T21:26:41.878292+00:00 / 2026-09-29T21:26:44.877865+00:00
Original / final URL
https://www.kohls.com/catalog/mens-tshirts-clothing.jsp?CN=Gender:Mens+Product:T-Shirts+Department:Clothing
https://www.kohls.com/catalog/mens-tshirts-clothing.jsp?CN=Gender:Mens+Product:T-Shirts+Department:Clothing
Redirects
none
Status / content outcome
HTTP 403; http access denied. Nonempty checked text.
Latency basis
0.19 s navigation; 2.197 s through DOM capture; 3 s total
Sampled process-tree PSS
556.965 MiB sampled peak; 29 samples
Capture
325 bytes; Complete serialized UTF-8 DOM
Checked text
227 characters; minimum 300
Required word groups
t-shirt / tees: missing
men: matched men
Listing patterns
[$£€]\s?\d[\d,.]*: 0 matches; needs 3
Soft-block / gate phrases
access denied / No checked gate phrase
Private capture inspection
Saved DOM was rechecked against frozen content rules; http access denied.
Errors
No navigation, capture or process error
Screenshot
Private viewport PNG SHA-256: 7ef129a5fe53ab76bb3b450391fe40dfa003871aa7548069c334bf1b1febe6de
Capture SHA-256
9ef80c516571958ca089984df54f8bb2f25772326a7d4bbdb85eead64b8ac45e
Exact settings and attempt metadata

wreq Python

UTC start / finish
2026-09-29T19:15:27.643555+00:00 / 2026-09-29T19:15:28.178075+00:00
Original / final URL
https://www.kohls.com/catalog/mens-tshirts-clothing.jsp?CN=Gender:Mens+Product:T-Shirts+Department:Clothing
https://www.kohls.com/catalog/mens-tshirts-clothing.jsp?CN=Gender:Mens+Product:T-Shirts+Department:Clothing
Redirects
none
Status / content outcome
HTTP 403; http access denied. Nonempty checked text.
Latency basis
0.532 s HTTP body transfer
Sampled process-tree PSS
Not measured
Capture
577 bytes; Original client-decompressed HTTP body
Checked text
227 characters; minimum 300
Required word groups
t-shirt / tees: missing
men: matched men
Listing patterns
[$£€]\s?\d[\d,.]*: 0 matches; needs 3
Soft-block / gate phrases
access denied / No checked gate phrase
Private capture inspection
Denied response; no product listing.
Errors
No navigation, capture or process error
Screenshot
HTTP mode; no screenshot
Capture SHA-256
ada839408540bc6d57359c24e5ab5ad701bb1cee8a55848419ec337abf4b4e36
Exact settings and attempt metadata
Link to this twelve-tool target record
2. AmazoncommerceBotasaurus · HTTP 200missing required contentCamoufox · HTTP 503http server errorCrawlee · HTTP 200empty checked contentcurl_cffi · HTTP 200missing required contentLightpanda · HTTP 503http server errorPatchright · HTTP 503http server errorPlaywright · HTTP 503http server errorPuppeteer · HTTP 200missing required contentScrapling · HTTP 200missing required contentScrapy · HTTP 503http server errorSeleniumBase · HTTP 200missing required contentwreq Python · HTTP 503http server error

Required: Laptop search results with product prices. https://www.amazon.com/s?k=laptop

Puppeteer

UTC start / finish
2026-09-29T23:05:21.040Z / 2026-09-29T23:05:24.899Z
Original / final URL
https://www.amazon.com/s?k=laptop
https://www.amazon.com/s?k=laptop
Redirects
no http redirect observed
Status / content outcome
HTTP 200; missing required content. Nonempty checked text.
Latency basis
1.2472521120000002 s navigation; 3.324 s through DOM capture; 3.859173391 s total
Sampled process-tree PSS
631.720 MiB sampled peak; 31 samples
Capture
1,091,468 bytes; Complete serialized UTF-8 DOM
Checked text
16,526 characters; minimum 500
Required word groups
laptop: matched laptop
results: matched results
Listing patterns
[$£€]\s?\d[\d,.]*: 0 matches; needs 3
Soft-block / gate phrases
No checked soft-block phrase / No checked gate phrase
Private capture inspection
Saved serialized DOM rechecked offline with unchanged rules: missing required content. This does not prove rendered visibility, complete field extraction or interaction.
Errors
No navigation, capture or process error
Screenshot
Private viewport PNG SHA-256: 42ae8055e9f93fe213e80bb2b042c980191cc20df64fe2aec9168e70cfc2270b
Capture SHA-256
8b1673820d362e7ec0143eaeb56eafd928bccbc25361f980a18b7f38dffb3e8f
Exact settings and attempt metadata

Botasaurus

UTC start / finish
2026-09-29T21:05:17.005914+00:00 / 2026-09-29T21:05:22.592080+00:00
Original / final URL
https://www.amazon.com/s?k=laptop
https://www.amazon.com/s?k=laptop
Redirects
none
Status / content outcome
HTTP 200; missing required content. Nonempty checked text.
Latency basis
1.575 s navigation; 4.952 s through DOM capture; 5.586 s total
Sampled process-tree PSS
786.458 MiB sampled peak; 44 samples
Capture
1,522,395 bytes; Complete serialized UTF-8 DOM
Checked text
33,050 characters; minimum 500
Required word groups
laptop: matched laptop
results: matched results
Listing patterns
[$£€]\s?\d[\d,.]*: 0 matches; needs 3
Soft-block / gate phrases
No checked soft-block phrase / No checked gate phrase
Private capture inspection
Saved DOM was rechecked against frozen content rules; missing required content. Private viewport inspection showed laptop listings with RON prices. The frozen price pattern accepts only $, £ or € and found zero matches; no currency rule was changed.
Errors
No navigation, capture or process error
Screenshot
Private viewport PNG SHA-256: a63c62e12013d7d1561e25c170468f22d2a6a9a1562343358c96074ce81fbbbe
Capture SHA-256
3fc3518cec00fde1c6bc4992a2710b45dbc4c903fbfeb6164cfcdd7342a6460a
Exact settings and attempt metadata

Camoufox

UTC start / finish
2026-09-29T19:53:08.833000+00:00 / 2026-09-29T19:53:14.331168+00:00
Original / final URL
https://www.amazon.com/s?k=laptop
https://www.amazon.com/s?k=laptop
Redirects
none
Status / content outcome
HTTP 503; http server error. No checked text.
Latency basis
0.369 s navigation; 2.378 s through DOM capture; 5.498 s total
Sampled process-tree PSS
863.436 MiB sampled peak; 52 samples
Capture
2,317 bytes; Complete serialized UTF-8 DOM
Checked text
0 characters; minimum 500
Required word groups
laptop: missing
results: missing
Listing patterns
[$£€]\s?\d[\d,.]*: 0 matches; needs 3
Soft-block / gate phrases
No checked soft-block phrase / No checked gate phrase
Private capture inspection
HTTP 503 with no checked body text or laptop listing; matches the latest Patchright failure. No retry or causal claim.
Errors
No navigation, capture or process error
Screenshot
Private viewport PNG SHA-256: 1e0b6edfc960293d7fab0d64d906895f5c8a2d25831f174f68b9ba9c5e8fb311
Capture SHA-256
9e8c0b1b3c0a8a3364802aff357b91f8d41804b81c3c95eeda60d1718f3888bd
Exact settings and attempt metadata

Crawlee

UTC start / finish
2026-09-29T22:43:42.111Z / 2026-09-29T22:43:42.569Z
Original / final URL
https://www.amazon.com/s?k=laptop
https://www.amazon.com/s?k=laptop
Redirects
none
Status / content outcome
HTTP 200; missing required content. No checked text.
Latency basis
0.364 s HTTP navigation, transfer and Cheerio parsing (or error completion)
Sampled process-tree PSS
91.609 MiB sampled peak; 17 samples
Capture
2,233 bytes; Complete client-decompressed HTTP body before Cheerio conversion
Checked text
0 characters; minimum 500
Required word groups
laptop: missing
results: missing
Listing patterns
[$£€]\s?\d[\d,.]*: 0 matches; needs 3
Soft-block / gate phrases
No checked soft-block phrase / No checked gate phrase
Private capture inspection
Saved HTTP body rechecked with unchanged rules: missing required content. HTTP 200 has no checked text.
Errors
No navigation, capture or process error
Screenshot
HTTP mode; no browser or screenshot
Capture SHA-256
07a121bdcbf7ba33cbd3c02c7a22b21f08ae8d72809cff53c3be5198090c7a3c
Exact settings and attempt metadata

curl_cffi

UTC start / finish
2026-09-29T21:52:53.888679+00:00 / 2026-09-29T21:52:55.112796+00:00
Original / final URL
https://www.amazon.com/s?k=laptop
https://www.amazon.com/s?k=laptop
Redirects
none
Status / content outcome
HTTP 200; missing required content. Nonempty checked text.
Latency basis
1.219 s session.get body transfer; 1.224 s attempt
Sampled process-tree PSS
27.076 MiB sampled peak; 15 samples
Capture
1,478,369 bytes; Complete client-decompressed HTTP body
Checked text
35,352 characters; minimum 500
Required word groups
laptop: matched laptop
results: matched results
Listing patterns
[$£€]\s?\d[\d,.]*: 0 matches; needs 3
Soft-block / gate phrases
No checked soft-block phrase / No checked gate phrase
Private capture inspection
Original client-decompressed body was rechecked with unchanged rules: missing required content. Saved source included RON price labels; the frozen listing-price pattern accepts only $, £ or € and found zero matches. The currency rule stays unchanged.
Errors
No navigation, capture or process error
Screenshot
HTTP mode; no screenshot
Capture SHA-256
3eff311eb5fa09a352e7a80e552d91863bbb0c575874d0205ca81bcdd435a2c4
Exact settings and attempt metadata

Lightpanda

UTC start / finish
2026-09-29T19:25:12.214911+00:00 / 2026-09-29T19:25:14.926492+00:00
Original / final URL
https://www.amazon.com/s?k=laptop
https://www.amazon.com/s?k=laptop
Redirects
none
Status / content outcome
HTTP 503; http server error. No checked text.
Latency basis
0.284 s navigation; 2.289 s through DOM capture; 2.711 s total
Sampled process-tree PSS
169.982 MiB sampled peak; 28 samples
Capture
2,317 bytes; Complete serialized UTF-8 DOM
Checked text
0 characters; minimum 500
Required word groups
laptop: missing
results: missing
Listing patterns
[$£€]\s?\d[\d,.]*: 0 matches; needs 3
Soft-block / gate phrases
No checked soft-block phrase / No checked gate phrase
Private capture inspection
HTTP 503. The checked body text is empty; script content does not satisfy a product listing.
Errors
No navigation, capture or process error
Screenshot
No saved screenshot
Capture SHA-256
315ae31f2830e3538a1f6a4c0c15a91b8d66af6b766781dc675be01d0ebf7d64
Exact settings and attempt metadata

Patchright

UTC start / finish
2026-09-29T19:38:45.192642+00:00 / 2026-09-29T19:38:48.275227+00:00
Original / final URL
https://www.amazon.com/s?k=laptop
https://www.amazon.com/s?k=laptop
Redirects
none
Status / content outcome
HTTP 503; http server error. No checked text.
Latency basis
0.309 s navigation; 2.317 s through DOM capture; 3.082 s total
Sampled process-tree PSS
545.905 MiB sampled peak; 26 samples
Capture
2,317 bytes; Complete serialized UTF-8 DOM
Checked text
0 characters; minimum 500
Required word groups
laptop: missing
results: missing
Listing patterns
[$£€]\s?\d[\d,.]*: 0 matches; needs 3
Soft-block / gate phrases
No checked soft-block phrase / No checked gate phrase
Private capture inspection
HTTP 503 with empty checked body text. An earlier Patchright Amazon sample returned products, but this attempt did not; different time and wait policy, with no retry or causal claim.
Errors
No navigation, capture or process error
Screenshot
Private viewport PNG SHA-256: af5c399e4bcaf05c3ec41098e39745c8438079e216c7ffe660a67dc66903d770
Capture SHA-256
e82981ff74570384d39d4b19d5bedda05bf85a5bd06435d99ffb4159d6e49f58
Exact settings and attempt metadata

Playwright

UTC start / finish
2026-09-29T22:24:41.682152+00:00 / 2026-09-29T22:24:44.700024+00:00
Original / final URL
https://www.amazon.com/s?k=laptop
https://www.amazon.com/s?k=laptop
Redirects
none
Status / content outcome
HTTP 503; http server error. No checked text.
Latency basis
0.26 s navigation; 2.266 s through DOM capture; 3.018 s total
Sampled process-tree PSS
531.546 MiB sampled peak; 26 samples
Capture
2,317 bytes; Complete serialized UTF-8 DOM
Checked text
0 characters; minimum 500
Required word groups
laptop: missing
results: missing
Listing patterns
[$£€]\s?\d[\d,.]*: 0 matches; needs 3
Soft-block / gate phrases
No checked soft-block phrase / No checked gate phrase
Private capture inspection
Saved DOM rechecked against unchanged rules: http server error.
Errors
No navigation, capture or process error
Screenshot
Private viewport PNG SHA-256: c93247f8667fdbdcc3bd3ef7855160cfd3dce3906ca8dd37a1fa3f7b645ffdba
Capture SHA-256
8f330dfb59cc53511079fb7f65780fc1daca8b0f00f975290b6edc3a0f3b9b21
Exact settings and attempt metadata

Scrapling

UTC start / finish
2026-09-29T20:06:40.990158+00:00 / 2026-09-29T20:06:42.138217+00:00
Original / final URL
https://www.amazon.com/s?k=laptop
https://www.amazon.com/s?k=laptop
Redirects
none
Status / content outcome
HTTP 200; missing required content. Nonempty checked text.
Latency basis
1.144 s body transfer and selector construction
Sampled process-tree PSS
47.646 MiB sampled peak; 15 samples
Capture
1,326,048 bytes; Complete client-decompressed HTTP body
Checked text
25,011 characters; minimum 500
Required word groups
laptop: matched laptop
results: matched results
Listing patterns
[$£€]\s?\d[\d,.]*: 0 matches; needs 3
Soft-block / gate phrases
No checked soft-block phrase / No checked gate phrase
Private capture inspection
HTTP 200 contains laptop/results text and a substantial listing body, unlike the earlier Camoufox/Patchright HTTP 503s. The required currency-price regex has zero matches, so the unchanged strict validator fails. No cause or complete product extraction is claimed.
Errors
No navigation, capture or process error
Screenshot
HTTP mode; no screenshot
Capture SHA-256
ebe8327a91039a6c172272664ae4bd118dee39d5b08e94edfb5f814c92980185
Exact settings and attempt metadata

Scrapy

UTC start / finish
2026-09-29T22:07:49.528292+00:00 / 2026-09-29T22:07:50.374175+00:00
Original / final URL
https://www.amazon.com/s?k=laptop
https://www.amazon.com/s?k=laptop
Redirects
none
Status / content outcome
HTTP 503; http server error. No checked text.
Latency basis
0.252 s initial request scheduling through response/errback; 0.846 s worker attempt
Sampled process-tree PSS
61.903 MiB sampled peak; 12 samples
Capture
2,671 bytes; Complete client-decompressed Spider response
Checked text
0 characters; minimum 500
Required word groups
laptop: missing
results: missing
Listing patterns
[$£€]\s?\d[\d,.]*: 0 matches; needs 3
Soft-block / gate phrases
No checked soft-block phrase / No checked gate phrase
Private capture inspection
Saved response was rechecked with unchanged rules: http server error.
Errors
No navigation, capture or process error
Screenshot
HTTP mode; no screenshot
Capture SHA-256
470de24561f8fdb4c965acb40542fe9fad14e1843793a497a3bacd906d05544c
Exact settings and attempt metadata

SeleniumBase

UTC start / finish
2026-09-29T21:26:47.640109+00:00 / 2026-09-29T21:26:52.232789+00:00
Original / final URL
https://www.amazon.com/s?k=laptop
https://www.amazon.com/s?k=laptop
Redirects
none
Status / content outcome
HTTP 200; missing required content. Nonempty checked text.
Latency basis
1.437 s navigation; 3.584 s through DOM capture; 4.593 s total
Sampled process-tree PSS
765.178 MiB sampled peak; 40 samples
Capture
1,094,033 bytes; Complete serialized UTF-8 DOM
Checked text
16,808 characters; minimum 500
Required word groups
laptop: matched laptop
results: matched results
Listing patterns
[$£€]\s?\d[\d,.]*: 0 matches; needs 3
Soft-block / gate phrases
No checked soft-block phrase / No checked gate phrase
Private capture inspection
Saved DOM was rechecked against frozen content rules; missing required content. Private viewport inspection showed laptop listings with RON prices. The frozen price pattern accepts only $, £ or € and found zero matches; no currency rule was changed.
Errors
No navigation, capture or process error
Screenshot
Private viewport PNG SHA-256: f562f89549ecab01cd51d2e89c96aea37c07f20d582b9e4d771c4f5b528d2d4b
Capture SHA-256
4e7e2f6adcd0bf0693a17683e11b403e692f86d3eaf403a51f9aa82c6699a839
Exact settings and attempt metadata

wreq Python

UTC start / finish
2026-09-29T19:15:30.180775+00:00 / 2026-09-29T19:15:30.365105+00:00
Original / final URL
https://www.amazon.com/s?k=laptop
https://www.amazon.com/s?k=laptop
Redirects
none
Status / content outcome
HTTP 503; http server error. No checked text.
Latency basis
0.184 s HTTP body transfer
Sampled process-tree PSS
Not measured
Capture
2,671 bytes; Original client-decompressed HTTP body
Checked text
0 characters; minimum 500
Required word groups
laptop: missing
results: missing
Listing patterns
[$£€]\s?\d[\d,.]*: 0 matches; needs 3
Soft-block / gate phrases
No checked soft-block phrase / No checked gate phrase
Private capture inspection
Service error page; no product listing.
Errors
No navigation, capture or process error
Screenshot
HTTP mode; no screenshot
Capture SHA-256
470de24561f8fdb4c965acb40542fe9fad14e1843793a497a3bacd906d05544c
Exact settings and attempt metadata
Link to this twelve-tool target record
3. WalmartcommerceBotasaurus · HTTP 200usableCamoufox · HTTP 200soft blockCrawlee · HTTP 200usablecurl_cffi · HTTP 200usableLightpanda · HTTP 200usablePatchright · HTTP 200soft blockPlaywright · HTTP 200soft blockPuppeteer · HTTP 200soft blockScrapling · HTTP 200usableScrapy · HTTP 200missing required contentSeleniumBase · HTTP 200soft blockwreq Python · HTTP 200usable

Required: Laptop search results with product prices. https://www.walmart.com/search?q=laptop

Puppeteer

UTC start / finish
2026-09-29T23:05:27.228Z / 2026-09-29T23:05:30.215Z
Original / final URL
https://www.walmart.com/search?q=laptop
https://www.walmart.com/blocked?url=L3NlYXJjaD9xPWxhcHRvcA==&uuid=42c7605b-bc5a-11f1-883d-a31fd72bce8a&vid=&g=b
Redirects
followed native redirects
HTTP 307: https://www.walmart.com/search?q=laptop → https://www.walmart.com/blocked?url=L3NlYXJjaD9xPWxhcHRvcA==&uuid=42c7605b-bc5a-11f1-883d-a31fd72bce8a&vid=&g=b
Status / content outcome
HTTP 200; soft block. Nonempty checked text.
Latency basis
0.441616992 s navigation; 2.443 s through DOM capture; 2.987487502 s total
Sampled process-tree PSS
763.786 MiB sampled peak; 23 samples
Capture
17,042 bytes; Complete serialized UTF-8 DOM
Checked text
209 characters; minimum 500
Required word groups
laptop: missing
Listing patterns
[$£€]\s?\d[\d,.]*: 0 matches; needs 3
Soft-block / gate phrases
robot or human / No checked gate phrase
Private capture inspection
Saved serialized DOM rechecked offline with unchanged rules: soft block. This does not prove rendered visibility, complete field extraction or interaction.
Errors
No navigation, capture or process error
Screenshot
Private viewport PNG SHA-256: d0eb0dd2f71cbed19886a0f6bf330c2e5051de5c4d176ba3e0b8f122a3e4cd94
Capture SHA-256
7ec60991f512d672eafebbb725fb7255fcca6857f4e2ca8f4c0475a71b9ed4a7
Exact settings and attempt metadata

Botasaurus

UTC start / finish
2026-09-29T21:05:25.360772+00:00 / 2026-09-29T21:05:33.713536+00:00
Original / final URL
https://www.walmart.com/search?q=laptop
https://www.walmart.com/search?q=laptop
Redirects
none
Status / content outcome
HTTP 200; all content checks met. Nonempty checked text.
Latency basis
3.759 s navigation; 7.717 s through DOM capture; 8.353 s total
Sampled process-tree PSS
956.502 MiB sampled peak; 59 samples
Capture
2,271,947 bytes; Complete serialized UTF-8 DOM
Checked text
30,095 characters; minimum 500
Required word groups
laptop: matched laptop
Listing patterns
[$£€]\s?\d[\d,.]*: 175 matches; needs 3
Soft-block / gate phrases
No checked soft-block phrase / No checked gate phrase
Private capture inspection
Complete saved DOM met all unchanged required word groups, listing patterns and minimum text; not verified field extraction.
Errors
No navigation, capture or process error
Screenshot
Private viewport PNG SHA-256: 9d7cedfdc39ccd9e8736b924274fff2cad798702f232c02b74dbe01edb4ce9ea
Capture SHA-256
fc2f9fe4fd79296a66f2722d82cbd236f8ba6357eacbeb5115adc7ee14e2e000
Exact settings and attempt metadata

Camoufox

UTC start / finish
2026-09-29T19:53:17.076877+00:00 / 2026-09-29T19:53:26.645841+00:00
Original / final URL
https://www.walmart.com/search?q=laptop
https://www.walmart.com/blocked?url=L3NlYXJjaD9xPWxhcHRvcA==&uuid=6b8fa96f-bc3f-11f1-8e46-a31fd72bce8a&vid=&g=b
Redirects
followed
HTTP 307: https://www.walmart.com/search?q=laptop → https://www.walmart.com/blocked?url=L3NlYXJjaD9xPWxhcHRvcA==&uuid=6b8fa96f-bc3f-11f1-8e46-a31fd72bce8a&vid=&g=b
Status / content outcome
HTTP 200; soft block. Nonempty checked text.
Latency basis
3.219 s navigation; 5.478 s through DOM capture; 9.569 s total
Sampled process-tree PSS
1530.754 MiB sampled peak; 81 samples
Capture
16,506 bytes; Complete serialized UTF-8 DOM
Checked text
209 characters; minimum 500
Required word groups
laptop: missing
Listing patterns
[$£€]\s?\d[\d,.]*: 0 matches; needs 3
Soft-block / gate phrases
robot or human / No checked gate phrase
Private capture inspection
HTTP 307 redirects to a blocked route, then HTTP 200 robot-or-human challenge. No challenge button clicked. Like Patchright, fails the soft-block check; earlier Lightpanda and wreq passed.
Errors
No navigation, capture or process error
Screenshot
Private viewport PNG SHA-256: de007d3e9b80a82e093c4aebe98370b03bc6d3657a6f31f4f2e0c528e7cb6281
Capture SHA-256
c5a0d0c1b84ca0000896049cc64e7835e030b92e5675fd9c9114e1197521ca31
Exact settings and attempt metadata

Crawlee

UTC start / finish
2026-09-29T22:43:45.851Z / 2026-09-29T22:43:49.080Z
Original / final URL
https://www.walmart.com/search?q=laptop
https://www.walmart.com/search?q=laptop
Redirects
none
Status / content outcome
HTTP 200; all content checks met. Nonempty checked text.
Latency basis
3.125 s HTTP navigation, transfer and Cheerio parsing (or error completion)
Sampled process-tree PSS
110.452 MiB sampled peak; 43 samples
Capture
1,508,029 bytes; Complete client-decompressed HTTP body before Cheerio conversion
Checked text
5,722 characters; minimum 500
Required word groups
laptop: matched laptop
Listing patterns
[$£€]\s?\d[\d,.]*: 28 matches; needs 3
Soft-block / gate phrases
No checked soft-block phrase / No checked gate phrase
Private capture inspection
Complete HTTP source body met frozen checks; no rendered visibility, browser interaction or complete field extraction verified.
Errors
No navigation, capture or process error
Screenshot
HTTP mode; no browser or screenshot
Capture SHA-256
01647758fc8db60fcc998b728f3f9633927a978219b1750aa4a94953dea5ee38
Exact settings and attempt metadata

curl_cffi

UTC start / finish
2026-09-29T21:52:57.527123+00:00 / 2026-09-29T21:53:01.299607+00:00
Original / final URL
https://www.walmart.com/search?q=laptop
https://www.walmart.com/search?q=laptop
Redirects
none
Status / content outcome
HTTP 200; all content checks met. Nonempty checked text.
Latency basis
3.768 s session.get body transfer; 3.772 s attempt
Sampled process-tree PSS
23.738 MiB sampled peak; 40 samples
Capture
1,495,603 bytes; Complete client-decompressed HTTP body
Checked text
7,439 characters; minimum 500
Required word groups
laptop: matched laptop
Listing patterns
[$£€]\s?\d[\d,.]*: 52 matches; needs 3
Soft-block / gate phrases
No checked soft-block phrase / No checked gate phrase
Private capture inspection
Complete client-decompressed HTTP body met all unchanged word groups, listing patterns and minimum text. No JavaScript, rendered visibility or complete field extraction was verified.
Errors
No navigation, capture or process error
Screenshot
HTTP mode; no screenshot
Capture SHA-256
cc8bfbaece9ddde93c1c70e1b5496a8ff43b35a2959c6ee466c1bef21b4aaae3
Exact settings and attempt metadata

Lightpanda

UTC start / finish
2026-09-29T19:25:17.132839+00:00 / 2026-09-29T19:25:23.737817+00:00
Original / final URL
https://www.walmart.com/search?q=laptop
https://www.walmart.com/search?q=laptop
Redirects
none
Status / content outcome
HTTP 200; all content checks met. Nonempty checked text.
Latency basis
3.77 s navigation; 6.049 s through DOM capture; 6.605 s total
Sampled process-tree PSS
463.329 MiB sampled peak; 65 samples
Capture
2,426,285 bytes; Complete serialized UTF-8 DOM
Checked text
33,620 characters; minimum 500
Required word groups
laptop: matched laptop
Listing patterns
[$£€]\s?\d[\d,.]*: 202 matches; needs 3
Soft-block / gate phrases
No checked soft-block phrase / No checked gate phrase
Private capture inspection
Laptop product names and multiple prices appear in the checked DOM.
Errors
No navigation, capture or process error
Screenshot
No saved screenshot
Capture SHA-256
4451e566d454ef7a7c19fe5621230e06ded0b48e4ab35adc73e7f5365de2d608
Exact settings and attempt metadata

Patchright

UTC start / finish
2026-09-29T19:38:50.470802+00:00 / 2026-09-29T19:38:54.132874+00:00
Original / final URL
https://www.walmart.com/search?q=laptop
https://www.walmart.com/blocked?url=L3NlYXJjaD9xPWxhcHRvcA==&uuid=66158713-bc3d-11f1-981a-4f0c683c7415&vid=&g=b
Redirects
followed
HTTP 307: https://www.walmart.com/search?q=laptop → https://www.walmart.com/blocked?url=L3NlYXJjaD9xPWxhcHRvcA==&uuid=66158713-bc3d-11f1-981a-4f0c683c7415&vid=&g=b
Status / content outcome
HTTP 200; soft block. Nonempty checked text.
Latency basis
0.753 s navigation; 2.770 s through DOM capture; 3.662 s total
Sampled process-tree PSS
881.198 MiB sampled peak; 29 samples
Capture
17,042 bytes; Complete serialized UTF-8 DOM
Checked text
209 characters; minimum 500
Required word groups
laptop: missing
Listing patterns
[$£€]\s?\d[\d,.]*: 0 matches; needs 3
Soft-block / gate phrases
robot or human / No checked gate phrase
Private capture inspection
HTTP 307 redirected to a blocked route, whose final HTTP 200 is a robot-or-human challenge. Private screenshot confirms the challenge; no button clicked. Lightpanda earlier passed the listing checks.
Errors
No navigation, capture or process error
Screenshot
Private viewport PNG SHA-256: d0eb0dd2f71cbed19886a0f6bf330c2e5051de5c4d176ba3e0b8f122a3e4cd94
Capture SHA-256
a7875848ca615868f9a404b5f2a6e670b1f892f1a345749b01b677d409c1cdc7
Exact settings and attempt metadata

Playwright

UTC start / finish
2026-09-29T22:24:46.897949+00:00 / 2026-09-29T22:24:50.597542+00:00
Original / final URL
https://www.walmart.com/search?q=laptop
https://www.walmart.com/blocked?url=L3NlYXJjaD9xPWxhcHRvcA==&uuid=9497bf66-bc54-11f1-a66b-5b9b5261b218&vid=&g=b
Redirects
followed
HTTP 307: https://www.walmart.com/search?q=laptop → https://www.walmart.com/blocked?url=L3NlYXJjaD9xPWxhcHRvcA==&uuid=9497bf66-bc54-11f1-a66b-5b9b5261b218&vid=&g=b
Status / content outcome
HTTP 200; soft block. Nonempty checked text.
Latency basis
0.821 s navigation; 2.828 s through DOM capture; 3.699 s total
Sampled process-tree PSS
949.752 MiB sampled peak; 29 samples
Capture
17,042 bytes; Complete serialized UTF-8 DOM
Checked text
209 characters; minimum 500
Required word groups
laptop: missing
Listing patterns
[$£€]\s?\d[\d,.]*: 0 matches; needs 3
Soft-block / gate phrases
robot or human / No checked gate phrase
Private capture inspection
Saved DOM matched frozen soft-block phrases: robot or human Private viewport showed Robot or human / press-and-hold; no interaction occurred.
Errors
No navigation, capture or process error
Screenshot
Private viewport PNG SHA-256: d0eb0dd2f71cbed19886a0f6bf330c2e5051de5c4d176ba3e0b8f122a3e4cd94
Capture SHA-256
771854d42079b423f0468602f7c844b85fadebd39bba0e3bd972bdb639263a28
Exact settings and attempt metadata

Scrapling

UTC start / finish
2026-09-29T20:06:44.600813+00:00 / 2026-09-29T20:06:48.245252+00:00
Original / final URL
https://www.walmart.com/search?q=laptop
https://www.walmart.com/search?q=laptop
Redirects
none
Status / content outcome
HTTP 200; all content checks met. Nonempty checked text.
Latency basis
3.641 s body transfer and selector construction
Sampled process-tree PSS
46.771 MiB sampled peak; 39 samples
Capture
1,495,634 bytes; Complete client-decompressed HTTP body
Checked text
7,035 characters; minimum 500
Required word groups
laptop: matched laptop
Listing patterns
[$£€]\s?\d[\d,.]*: 39 matches; needs 3
Soft-block / gate phrases
No checked soft-block phrase / No checked gate phrase
Private capture inspection
HTTP 200 body contains laptop listings and prices meeting the fixed checks, unlike the earlier Camoufox/Patchright robot-or-human pages. The same network host but different time, fingerprint and cookie policies prevent attributing a cause.
Errors
No navigation, capture or process error
Screenshot
HTTP mode; no screenshot
Capture SHA-256
3ac5131de22bc0d339cf5a53dbd0f226a083c93400ff181b078ed2cab95e0c88
Exact settings and attempt metadata

Scrapy

UTC start / finish
2026-09-29T22:07:52.769277+00:00 / 2026-09-29T22:07:53.615796+00:00
Original / final URL
https://www.walmart.com/search?q=laptop
https://www.walmart.com/search?q=laptop
Redirects
none
Status / content outcome
HTTP 200; missing required content. Nonempty checked text.
Latency basis
0.251 s initial request scheduling through response/errback; 0.846 s worker attempt
Sampled process-tree PSS
61.362 MiB sampled peak; 12 samples
Capture
245 bytes; Complete client-decompressed Spider response
Checked text
125 characters; minimum 500
Required word groups
laptop: missing
Listing patterns
[$£€]\s?\d[\d,.]*: 0 matches; needs 3
Soft-block / gate phrases
No checked soft-block phrase / No checked gate phrase
Private capture inspection
Saved response was rechecked with unchanged rules: missing required content. Saved checked text says the requested URL was rejected. This observed rejection is not in the frozen soft-block phrases; classification remains missing_required_content.
Errors
No navigation, capture or process error
Screenshot
HTTP mode; no screenshot
Capture SHA-256
dcac58b4d1b46fdd754348227932639b72769ea5ad2aff009db95ce46decf883
Exact settings and attempt metadata

SeleniumBase

UTC start / finish
2026-09-29T21:26:55.116908+00:00 / 2026-09-29T21:27:00.266632+00:00
Original / final URL
https://www.walmart.com/search?q=laptop
https://www.walmart.com/blocked?url=L3NlYXJjaD9xPWxhcHRvcA==&uuid=7f022b6c-bc4c-11f1-90ac-4525f1ee64ca&vid=&g=b
Redirects
followed
HTTP 307: https://www.walmart.com/search?q=laptop → https://www.walmart.com/blocked?url=L3NlYXJjaD9xPWxhcHRvcA==&uuid=7f022b6c-bc4c-11f1-90ac-4525f1ee64ca&vid=&g=b
Status / content outcome
HTTP 200; soft block. Nonempty checked text.
Latency basis
0.703 s navigation; 4.281 s through DOM capture; 5.15 s total
Sampled process-tree PSS
854.872 MiB sampled peak; 41 samples
Capture
16,764 bytes; Complete serialized UTF-8 DOM
Checked text
209 characters; minimum 500
Required word groups
laptop: missing
Listing patterns
[$£€]\s?\d[\d,.]*: 0 matches; needs 3
Soft-block / gate phrases
robot or human / No checked gate phrase
Private capture inspection
Saved DOM contains checked soft-block phrase(s): robot or human
Errors
No navigation, capture or process error
Screenshot
Private viewport PNG SHA-256: 3e996492d055a70b73b107e5dcd5e93e36e433d3e0aa3fd344112f50f7e9a5da
Capture SHA-256
2141de00f84e7ce4a6ca3be53cffde720792faf09e3a3c4e2c5dd6ed54485578
Exact settings and attempt metadata

wreq Python

UTC start / finish
2026-09-29T19:15:32.366914+00:00 / 2026-09-29T19:15:38.330053+00:00
Original / final URL
https://www.walmart.com/search?q=laptop
https://www.walmart.com/search?q=laptop
Redirects
none
Status / content outcome
HTTP 200; all content checks met. Nonempty checked text.
Latency basis
5.963 s HTTP body transfer
Sampled process-tree PSS
Not measured
Capture
1,438,101 bytes; Original client-decompressed HTTP body
Checked text
7,237 characters; minimum 500
Required word groups
laptop: matched laptop
Listing patterns
[$£€]\s?\d[\d,.]*: 40 matches; needs 3
Soft-block / gate phrases
No checked soft-block phrase / No checked gate phrase
Private capture inspection
Product listing present; 40 price matches in source text.
Errors
No navigation, capture or process error
Screenshot
HTTP mode; no screenshot
Capture SHA-256
d05aa75fe86ec3bdd3157defc8f521ee735b72e003d834f50cfe97dde1053bcf
Exact settings and attempt metadata
Link to this twelve-tool target record
4. eBaycommerceBotasaurus · HTTP 403http access deniedCamoufox · HTTP 200usableCrawlee · HTTP 403http access deniedcurl_cffi · HTTP 403http access deniedLightpanda · HTTP 403http access deniedPatchright · HTTP 403http access deniedPlaywright · HTTP 403http access deniedPuppeteer · HTTP 403http access deniedScrapling · HTTP 200usableScrapy · HTTP 403http access deniedSeleniumBase · HTTP 403http access deniedwreq Python · HTTP 403http access denied

Required: Laptop marketplace listings with prices. https://www.ebay.com/sch/i.html?_nkw=laptop

Puppeteer

UTC start / finish
2026-09-29T23:05:32.383Z / 2026-09-29T23:05:35.100Z
Original / final URL
https://www.ebay.com/sch/i.html?_nkw=laptop
https://www.ebay.com/sch/i.html?_nkw=laptop
Redirects
no http redirect observed
Status / content outcome
HTTP 403; http access denied. Nonempty checked text.
Latency basis
0.15817996800000003 s navigation; 2.161 s through DOM capture; 2.7164570990000003 s total
Sampled process-tree PSS
420.529 MiB sampled peak; 23 samples
Capture
1,832 bytes; Complete serialized UTF-8 DOM
Checked text
189 characters; minimum 500
Required word groups
laptop: missing
results: missing
Listing patterns
[$£€]\s?\d[\d,.]*: 0 matches; needs 3
Soft-block / gate phrases
No checked soft-block phrase / No checked gate phrase
Private capture inspection
Saved serialized DOM rechecked offline with unchanged rules: http access denied. This does not prove rendered visibility, complete field extraction or interaction.
Errors
No navigation, capture or process error
Screenshot
Private viewport PNG SHA-256: 63b8debafb7b01cc2c65c5314815fdc33c5bf3f4cda311a02dd9ea8469662adb
Capture SHA-256
7b1d2f6a92463f2314b9b95b8114eeea54f9dff5cbfff5d8c2c6c33fd0b121bf
Exact settings and attempt metadata

Botasaurus

UTC start / finish
2026-09-29T21:05:36.417004+00:00 / 2026-09-29T21:05:39.521589+00:00
Original / final URL
https://www.ebay.com/sch/i.html?_nkw=laptop
https://www.ebay.com/sch/i.html?_nkw=laptop
Redirects
none
Status / content outcome
HTTP 403; http access denied. Nonempty checked text.
Latency basis
0.498 s navigation; 2.504 s through DOM capture; 3.105 s total
Sampled process-tree PSS
534.873 MiB sampled peak; 27 samples
Capture
1,832 bytes; Complete serialized UTF-8 DOM
Checked text
189 characters; minimum 500
Required word groups
laptop: missing
results: missing
Listing patterns
[$£€]\s?\d[\d,.]*: 0 matches; needs 3
Soft-block / gate phrases
No checked soft-block phrase / No checked gate phrase
Private capture inspection
Saved DOM was rechecked against frozen content rules; http access denied.
Errors
No navigation, capture or process error
Screenshot
Private viewport PNG SHA-256: 723dfa44709079a5241ecf4e9dc817c2ce3e54ace632832c974b29e7a4aee054
Capture SHA-256
32c86cdce89440a26421ff9067c3c5b52b52d0f2899d21b35c34437e36594711
Exact settings and attempt metadata

Camoufox

UTC start / finish
2026-09-29T19:53:29.331044+00:00 / 2026-09-29T19:53:43.625773+00:00
Original / final URL
https://www.ebay.com/sch/i.html?_nkw=laptop
https://www.ebay.com/sch/i.html?_nkw=laptop
Redirects
none
Status / content outcome
HTTP 200; all content checks met. Nonempty checked text.
Latency basis
7.385 s navigation; 10.435 s through DOM capture; 14.295 s total
Sampled process-tree PSS
1097.044 MiB sampled peak; 118 samples
Capture
1,950,391 bytes; Complete serialized UTF-8 DOM
Checked text
31,787 characters; minimum 500
Required word groups
laptop: matched laptop
results: matched results
Listing patterns
[$£€]\s?\d[\d,.]*: 148 matches; needs 3
Soft-block / gate phrases
No checked soft-block phrase / No checked gate phrase
Private capture inspection
Private DOM and screenshot show laptop search results, product titles and prices meeting the fixed listing checks. Patchright earlier returned HTTP 403 on this exact URL. Different time, engine, fingerprint and addon policies prevent attributing the split.
Errors
No navigation, capture or process error
Screenshot
Private viewport PNG SHA-256: 2cccd03a754a9475f63429075e29df9035dd0863771c01cffcaa4b2e9c7e21cf
Capture SHA-256
c01fd2668ade46e11dcf5ee47648948a01e9772adbd60db720412f41d11b579f
Exact settings and attempt metadata

Crawlee

UTC start / finish
2026-09-29T22:43:52.358Z / 2026-09-29T22:43:52.908Z
Original / final URL
https://www.ebay.com/sch/i.html?_nkw=laptop
https://www.ebay.com/sch/i.html?_nkw=laptop
Redirects
none
Status / content outcome
HTTP 403; http access denied. Nonempty checked text.
Latency basis
0.458 s HTTP navigation, transfer and Cheerio parsing (or error completion)
Sampled process-tree PSS
101.242 MiB sampled peak; 18 samples
Capture
1,986 bytes; Complete client-decompressed HTTP body before Cheerio conversion
Checked text
189 characters; minimum 500
Required word groups
laptop: missing
results: missing
Listing patterns
[$£€]\s?\d[\d,.]*: 0 matches; needs 3
Soft-block / gate phrases
No checked soft-block phrase / No checked gate phrase
Private capture inspection
Saved HTTP body rechecked with unchanged rules: http access denied.
Errors
No navigation, capture or process error
Screenshot
HTTP mode; no browser or screenshot
Capture SHA-256
f1d7eb69af402880f28470880eb1389169cc00485793f673748acd279cb1e43a
Exact settings and attempt metadata

curl_cffi

UTC start / finish
2026-09-29T21:53:03.585470+00:00 / 2026-09-29T21:53:03.776555+00:00
Original / final URL
https://www.ebay.com/sch/i.html?_nkw=laptop
https://www.ebay.com/sch/i.html?_nkw=laptop
Redirects
none
Status / content outcome
HTTP 403; http access denied. Nonempty checked text.
Latency basis
0.190 s session.get body transfer; 0.191 s attempt
Sampled process-tree PSS
22.460 MiB sampled peak; 4 samples
Capture
1,986 bytes; Complete client-decompressed HTTP body
Checked text
189 characters; minimum 500
Required word groups
laptop: missing
results: missing
Listing patterns
[$£€]\s?\d[\d,.]*: 0 matches; needs 3
Soft-block / gate phrases
No checked soft-block phrase / No checked gate phrase
Private capture inspection
Original client-decompressed body was rechecked with unchanged rules: http access denied.
Errors
No navigation, capture or process error
Screenshot
HTTP mode; no screenshot
Capture SHA-256
4c3cb69c5ac888c187640c013d4bc4867b8c7047f55ac7b54d6fbbdc7a87e8d5
Exact settings and attempt metadata

Lightpanda

UTC start / finish
2026-09-29T19:25:26.083753+00:00 / 2026-09-29T19:25:28.794184+00:00
Original / final URL
https://www.ebay.com/sch/i.html?_nkw=laptop
https://www.ebay.com/sch/i.html?_nkw=laptop
Redirects
none
Status / content outcome
HTTP 403; http access denied. Nonempty checked text.
Latency basis
0.261 s navigation; 2.267 s through DOM capture; 2.71 s total
Sampled process-tree PSS
211.596 MiB sampled peak; 28 samples
Capture
1,985 bytes; Complete serialized UTF-8 DOM
Checked text
189 characters; minimum 500
Required word groups
laptop: missing
results: missing
Listing patterns
[$£€]\s?\d[\d,.]*: 0 matches; needs 3
Soft-block / gate phrases
No checked soft-block phrase / No checked gate phrase
Private capture inspection
HTTP 403 error page; no laptop listing.
Errors
No navigation, capture or process error
Screenshot
No saved screenshot
Capture SHA-256
993802fcd35dce937f71d1a865dab4964456a0f2500466ccdf1a467da9916c4f
Exact settings and attempt metadata

Patchright

UTC start / finish
2026-09-29T19:38:56.394030+00:00 / 2026-09-29T19:38:59.318704+00:00
Original / final URL
https://www.ebay.com/sch/i.html?_nkw=laptop
https://www.ebay.com/sch/i.html?_nkw=laptop
Redirects
none
Status / content outcome
HTTP 403; http access denied. Nonempty checked text.
Latency basis
0.077 s navigation; 2.087 s through DOM capture; 2.925 s total
Sampled process-tree PSS
548.480 MiB sampled peak; 25 samples
Capture
1,832 bytes; Complete serialized UTF-8 DOM
Checked text
189 characters; minimum 500
Required word groups
laptop: missing
results: missing
Listing patterns
[$£€]\s?\d[\d,.]*: 0 matches; needs 3
Soft-block / gate phrases
No checked soft-block phrase / No checked gate phrase
Private capture inspection
HTTP 403 error page rather than laptop results.
Errors
No navigation, capture or process error
Screenshot
Private viewport PNG SHA-256: 89aa66888e0c5386c5af8b89c06e255720683c21b69aa1f8e2022e4dea7b535c
Capture SHA-256
9e42ba875d9507027e248f4ed580871620f87a649c9e9eb3559f12a5d5d9e31f
Exact settings and attempt metadata

Playwright

UTC start / finish
2026-09-29T22:24:52.776988+00:00 / 2026-09-29T22:24:55.691310+00:00
Original / final URL
https://www.ebay.com/sch/i.html?_nkw=laptop
https://www.ebay.com/sch/i.html?_nkw=laptop
Redirects
none
Status / content outcome
HTTP 403; http access denied. Nonempty checked text.
Latency basis
0.136 s navigation; 2.141 s through DOM capture; 2.914 s total
Sampled process-tree PSS
536.916 MiB sampled peak; 25 samples
Capture
1,832 bytes; Complete serialized UTF-8 DOM
Checked text
189 characters; minimum 500
Required word groups
laptop: missing
results: missing
Listing patterns
[$£€]\s?\d[\d,.]*: 0 matches; needs 3
Soft-block / gate phrases
No checked soft-block phrase / No checked gate phrase
Private capture inspection
Saved DOM rechecked against unchanged rules: http access denied.
Errors
No navigation, capture or process error
Screenshot
Private viewport PNG SHA-256: 02c9c52cc86ecae6934d909535e38ac5ea1af8a44f4c1eebfa29d3d0ecf81f6d
Capture SHA-256
942c28fb7b003912e28318be39719676c4fa35bb618c07d9db74b479f92fc2cb
Exact settings and attempt metadata

Scrapling

UTC start / finish
2026-09-29T20:06:50.598767+00:00 / 2026-09-29T20:06:52.741559+00:00
Original / final URL
https://www.ebay.com/sch/i.html?_nkw=laptop
https://www.ebay.com/sch/i.html?_nkw=laptop
Redirects
none
Status / content outcome
HTTP 200; all content checks met. Nonempty checked text.
Latency basis
2.139 s body transfer and selector construction
Sampled process-tree PSS
55.873 MiB sampled peak; 25 samples
Capture
1,897,798 bytes; Complete client-decompressed HTTP body
Checked text
30,278 characters; minimum 500
Required word groups
laptop: matched laptop
results: matched results
Listing patterns
[$£€]\s?\d[\d,.]*: 151 matches; needs 3
Soft-block / gate phrases
No checked soft-block phrase / No checked gate phrase
Private capture inspection
HTTP 200 source body contains laptop search results and repeated prices. Passes the same fixed checks as Camoufox; earlier Patchright, Lightpanda and wreq returned HTTP 403. No browser interaction or product-detail coverage tested.
Errors
No navigation, capture or process error
Screenshot
HTTP mode; no screenshot
Capture SHA-256
07d548f16384dbda65516894fe09720ea9d0778b596d3ad91f57cb30e16c7fb4
Exact settings and attempt metadata

Scrapy

UTC start / finish
2026-09-29T22:07:56.007459+00:00 / 2026-09-29T22:07:56.725917+00:00
Original / final URL
https://www.ebay.com/sch/i.html?_nkw=laptop
https://www.ebay.com/sch/i.html?_nkw=laptop
Redirects
none
Status / content outcome
HTTP 403; http access denied. Nonempty checked text.
Latency basis
0.086 s initial request scheduling through response/errback; 0.718 s worker attempt
Sampled process-tree PSS
61.251 MiB sampled peak; 11 samples
Capture
1,832 bytes; Complete client-decompressed Spider response
Checked text
189 characters; minimum 500
Required word groups
laptop: missing
results: missing
Listing patterns
[$£€]\s?\d[\d,.]*: 0 matches; needs 3
Soft-block / gate phrases
No checked soft-block phrase / No checked gate phrase
Private capture inspection
Saved response was rechecked with unchanged rules: http access denied.
Errors
No navigation, capture or process error
Screenshot
HTTP mode; no screenshot
Capture SHA-256
8994587507195f2f9f5d019171ef97e7e75ab6227286ff307481adbb5170f128
Exact settings and attempt metadata

SeleniumBase

UTC start / finish
2026-09-29T21:27:02.941853+00:00 / 2026-09-29T21:27:06.043663+00:00
Original / final URL
https://www.ebay.com/sch/i.html?_nkw=laptop
https://www.ebay.com/sch/i.html?_nkw=laptop
Redirects
none
Status / content outcome
HTTP 403; http access denied. Nonempty checked text.
Latency basis
0.202 s navigation; 2.210 s through DOM capture; 3.102 s total
Sampled process-tree PSS
577.965 MiB sampled peak; 29 samples
Capture
1,817 bytes; Complete serialized UTF-8 DOM
Checked text
189 characters; minimum 500
Required word groups
laptop: missing
results: missing
Listing patterns
[$£€]\s?\d[\d,.]*: 0 matches; needs 3
Soft-block / gate phrases
No checked soft-block phrase / No checked gate phrase
Private capture inspection
Saved DOM was rechecked against frozen content rules; http access denied.
Errors
No navigation, capture or process error
Screenshot
Private viewport PNG SHA-256: 4ee55db96a0f63553e5cfa6c8cbe7553eeb9eeb10bf762852d2e1cea384cbf52
Capture SHA-256
116336f78f70474c17cee5e531b02a40e096ec44a2df25c339046c04a4cf5837
Exact settings and attempt metadata

wreq Python

UTC start / finish
2026-09-29T19:15:40.366497+00:00 / 2026-09-29T19:15:40.623451+00:00
Original / final URL
https://www.ebay.com/sch/i.html?_nkw=laptop
https://www.ebay.com/sch/i.html?_nkw=laptop
Redirects
none
Status / content outcome
HTTP 403; http access denied. Nonempty checked text.
Latency basis
0.257 s HTTP body transfer
Sampled process-tree PSS
Not measured
Capture
1,986 bytes; Original client-decompressed HTTP body
Checked text
189 characters; minimum 500
Required word groups
laptop: missing
results: missing
Listing patterns
[$£€]\s?\d[\d,.]*: 0 matches; needs 3
Soft-block / gate phrases
No checked soft-block phrase / No checked gate phrase
Private capture inspection
Denied response with an error message; no usable marketplace listing in this rerun.
Errors
No navigation, capture or process error
Screenshot
HTTP mode; no screenshot
Capture SHA-256
d7062ebb5407606e5eb705af9aa98f3cace8812256228e47cfe44ec801570054
Exact settings and attempt metadata
Link to this twelve-tool target record
5. TargetcommerceBotasaurus · HTTP 200missing required contentCamoufox · HTTP 429http rate limitedCrawlee · HTTP 429request errorcurl_cffi · HTTP 200missing required contentLightpanda · HTTP 200missing required contentPatchright · HTTP 200missing required contentPlaywright · HTTP 200missing required contentPuppeteer · HTTP 200missing required contentScrapling · HTTP 429http rate limitedScrapy · HTTP 200missing required contentSeleniumBase · HTTP 200missing required contentwreq Python · HTTP 200missing required content

Required: Laptop search listing with prices. https://www.target.com/s?searchTerm=laptop

Puppeteer

UTC start / finish
2026-09-29T23:05:37.293Z / 2026-09-29T23:05:42.830Z
Original / final URL
https://www.target.com/s?searchTerm=laptop
https://www.target.com/s?searchTerm=laptop
Redirects
no http redirect observed
Status / content outcome
HTTP 200; missing required content. Nonempty checked text.
Latency basis
1.450252514 s navigation; 3.550 s through DOM capture; 5.536537109 s total
Sampled process-tree PSS
980.678 MiB sampled peak; 40 samples
Capture
177,834 bytes; Complete serialized UTF-8 DOM
Checked text
1,455 characters; minimum 500
Required word groups
laptop: missing
Listing patterns
[$£€]\s?\d[\d,.]*: 0 matches; needs 3
Soft-block / gate phrases
No checked soft-block phrase / No checked gate phrase
Private capture inspection
Saved serialized DOM rechecked offline with unchanged rules: missing required content. This does not prove rendered visibility, complete field extraction or interaction. Private PNG shows a Quick verification challenge missed by the frozen soft-block phrases. Classification stays missing required content.
Errors
No navigation, capture or process error
Screenshot
Private viewport PNG SHA-256: dfd3ff9aba14869a8219469bf344151709217fff7721ecb1bb79e7b63fd19477
Capture SHA-256
cb62e51ae76dd97529328bbdef7142117d9c71e66212d836de088d25b68fc54f
Exact settings and attempt metadata

Botasaurus

UTC start / finish
2026-09-29T21:05:42.092064+00:00 / 2026-09-29T21:05:46.486125+00:00
Original / final URL
https://www.target.com/s?searchTerm=laptop
https://www.target.com/s?searchTerm=laptop
Redirects
none
Status / content outcome
HTTP 200; missing required content. Nonempty checked text.
Latency basis
1.487 s navigation; 3.774 s through DOM capture; 4.394 s total
Sampled process-tree PSS
765.031 MiB sampled peak; 34 samples
Capture
166,350 bytes; Complete serialized UTF-8 DOM
Checked text
1,198 characters; minimum 500
Required word groups
laptop: missing
Listing patterns
[$£€]\s?\d[\d,.]*: 0 matches; needs 3
Soft-block / gate phrases
No checked soft-block phrase / No checked gate phrase
Private capture inspection
Saved DOM was rechecked against frozen content rules; missing required content. Private viewport showed navigation/search UI with no populated listing area at capture time. No additional wait or retry was used.
Errors
No navigation, capture or process error
Screenshot
Private viewport PNG SHA-256: ac8bbd443911a101257cd3564f5f042fbe9c220ba9cfc59e2c8f13c84c99f4e2
Capture SHA-256
95c900843d61692d9fda0d272e76314dae48586bdef392189a55fbef229e7b71
Exact settings and attempt metadata

Camoufox

UTC start / finish
2026-09-29T19:53:46.620925+00:00 / 2026-09-29T19:53:51.962246+00:00
Original / final URL
https://www.target.com/s?searchTerm=laptop
https://www.target.com/s?searchTerm=laptop
Redirects
none
Status / content outcome
HTTP 429; http rate limited. Nonempty checked text.
Latency basis
0.304 s navigation; 2.313 s through DOM capture; 5.341 s total
Sampled process-tree PSS
859.907 MiB sampled peak; 51 samples
Capture
2,362 bytes; Complete serialized UTF-8 DOM
Checked text
83 characters; minimum 500
Required word groups
laptop: missing
Listing patterns
[$£€]\s?\d[\d,.]*: 0 matches; needs 3
Soft-block / gate phrases
No checked soft-block phrase / No checked gate phrase
Private capture inspection
HTTP 429 busy/wait page rather than a laptop listing; recorded as rate limited without retry.
Errors
No navigation, capture or process error
Screenshot
Private viewport PNG SHA-256: 11610897f792b1cb1a546bbea427c3caae3c7d823a3ba0eaf21eb4dc28ce2102
Capture SHA-256
764d8c273edc8a3df354214c10ae08755a0a020d9dbd454be1e439913db5f546
Exact settings and attempt metadata

Crawlee

UTC start / finish
2026-09-29T22:43:56.222Z / 2026-09-29T22:43:56.838Z
Original / final URL
https://www.target.com/s?searchTerm=laptop
https://www.target.com/s?searchTerm=laptop
Redirects
none
Status / content outcome
HTTP 429; request error. Nonempty checked text.
Latency basis
0.531 s HTTP navigation, transfer and Cheerio parsing (or error completion)
Sampled process-tree PSS
97.461 MiB sampled peak; 18 samples
Capture
2,327 bytes; Complete client-decompressed HTTP body before Cheerio conversion
Checked text
83 characters; minimum 500
Required word groups
laptop: missing
Listing patterns
[$£€]\s?\d[\d,.]*: 0 matches; needs 3
Soft-block / gate phrases
No checked soft-block phrase / No checked gate phrase
Private capture inspection
Saved HTTP body rechecked with unchanged rules: request error. Observed HTTP 429 and a complete application/octet-stream body. CheerioCrawler rejected its unsupported MIME type; the frozen error-first classifier retains request_error, rather than silently changing it to http_rate_limited.
Errors
Error: Resource https://www.target.com/s?searchTerm=laptop served Content-Type application/octet-stream, but only text/html, text/xml, application/xhtml+xml, application/xml, application/json are allowed. Skipping resource.
Screenshot
HTTP mode; no browser or screenshot
Capture SHA-256
ca695ba08b03ffa8c3f37a91382432933a2f1b3889ee87d0e88a3ed085b01a4a
Exact settings and attempt metadata

curl_cffi

UTC start / finish
2026-09-29T21:53:05.980744+00:00 / 2026-09-29T21:53:06.757814+00:00
Original / final URL
https://www.target.com/s?searchTerm=laptop
https://www.target.com/s?searchTerm=laptop
Redirects
none
Status / content outcome
HTTP 200; missing required content. Nonempty checked text.
Latency basis
0.775 s session.get body transfer; 0.777 s attempt
Sampled process-tree PSS
22.500 MiB sampled peak; 9 samples
Capture
129,360 bytes; Complete client-decompressed HTTP body
Checked text
286 characters; minimum 500
Required word groups
laptop: missing
Listing patterns
[$£€]\s?\d[\d,.]*: 0 matches; needs 3
Soft-block / gate phrases
No checked soft-block phrase / No checked gate phrase
Private capture inspection
Original client-decompressed body was rechecked with unchanged rules: missing required content. Checked source text had header/footer content without required laptop listings; no rendered page or cause was inspected.
Errors
No navigation, capture or process error
Screenshot
HTTP mode; no screenshot
Capture SHA-256
4994ba69d00ef5585e648a374870901219b28d05168aba581fb5239a932c8ef8
Exact settings and attempt metadata

Lightpanda

UTC start / finish
2026-09-29T19:25:31.003241+00:00 / 2026-09-29T19:25:35.136131+00:00
Original / final URL
https://www.target.com/s?searchTerm=laptop
https://www.target.com/s?searchTerm=laptop
Redirects
none
Status / content outcome
HTTP 200; missing required content. Nonempty checked text.
Latency basis
1.71 s navigation; 3.723 s through DOM capture; 4.133 s total
Sampled process-tree PSS
305.924 MiB sampled peak; 41 samples
Capture
159,006 bytes; Complete serialized UTF-8 DOM
Checked text
1,176 characters; minimum 500
Required word groups
laptop: missing
Listing patterns
[$£€]\s?\d[\d,.]*: 0 matches; needs 3
Soft-block / gate phrases
No checked soft-block phrase / No checked gate phrase
Private capture inspection
Navigation and footer rendered, but required laptop listing and prices are missing.
Errors
No navigation, capture or process error
Screenshot
No saved screenshot
Capture SHA-256
dd60a16c9cdc34865ec61ddd3174ab06529e48ef3e2e435052242cddee83c648
Exact settings and attempt metadata

Patchright

UTC start / finish
2026-09-29T19:39:01.521011+00:00 / 2026-09-29T19:39:08.737566+00:00
Original / final URL
https://www.target.com/s?searchTerm=laptop
https://www.target.com/s?searchTerm=laptop
Redirects
none
Status / content outcome
HTTP 200; missing required content. Nonempty checked text.
Latency basis
1.448 s navigation; 4.475 s through DOM capture; 7.216 s total
Sampled process-tree PSS
1205.373 MiB sampled peak; 49 samples
Capture
239,866 bytes; Complete serialized UTF-8 DOM
Checked text
1,455 characters; minimum 500
Required word groups
laptop: missing
Listing patterns
[$£€]\s?\d[\d,.]*: 0 matches; needs 3
Soft-block / gate phrases
No checked soft-block phrase / No checked gate phrase
Private capture inspection
Search page says it cannot find a match and shows navigation/categories; required laptop text and prices are missing.
Errors
No navigation, capture or process error
Screenshot
Private viewport PNG SHA-256: 68e2d44b9c7ad321c18d9ae1b536cede1d0e8f889d01d632c69a23d464b0baf3
Capture SHA-256
10a6765d7575bfce8ceb27ac943037e975b61e663079c055dba78610118b3db0
Exact settings and attempt metadata

Playwright

UTC start / finish
2026-09-29T22:24:57.867682+00:00 / 2026-09-29T22:25:04.753191+00:00
Original / final URL
https://www.target.com/s?searchTerm=laptop
https://www.target.com/s?searchTerm=laptop
Redirects
none
Status / content outcome
HTTP 200; missing required content. Nonempty checked text.
Latency basis
1.392 s navigation; 4.414 s through DOM capture; 6.885 s total
Sampled process-tree PSS
1210.658 MiB sampled peak; 48 samples
Capture
245,388 bytes; Complete serialized UTF-8 DOM
Checked text
1,455 characters; minimum 500
Required word groups
laptop: missing
Listing patterns
[$£€]\s?\d[\d,.]*: 0 matches; needs 3
Soft-block / gate phrases
No checked soft-block phrase / No checked gate phrase
Private capture inspection
Saved DOM rechecked against unchanged rules: missing required content. Private viewport showed Quick verification / press-and-hold. Frozen main-frame source phrases did not match; classification remains missing_required_content. No interaction occurred.
Errors
No navigation, capture or process error
Screenshot
Private viewport PNG SHA-256: e01d1c1e9cfb1ca6a54d5c0218492584e772a97636e32525d7d30cfdc593ef36
Capture SHA-256
ecf52eb8561ff8800cce634870da08dc47112be79e1c583b149193bf6e765fba
Exact settings and attempt metadata

Scrapling

UTC start / finish
2026-09-29T20:06:55.246371+00:00 / 2026-09-29T20:06:55.405932+00:00
Original / final URL
https://www.target.com/s?searchTerm=laptop
https://www.target.com/s?searchTerm=laptop
Redirects
none
Status / content outcome
HTTP 429; http rate limited. Nonempty checked text.
Latency basis
0.159 s body transfer and selector construction
Sampled process-tree PSS
36.287 MiB sampled peak; 4 samples
Capture
2,327 bytes; Complete client-decompressed HTTP body
Checked text
83 characters; minimum 500
Required word groups
laptop: missing
Listing patterns
[$£€]\s?\d[\d,.]*: 0 matches; needs 3
Soft-block / gate phrases
No checked soft-block phrase / No checked gate phrase
Private capture inspection
HTTP 429 busy/wait page rather than a laptop listing; recorded as rate limited, with no retry.
Errors
No navigation, capture or process error
Screenshot
HTTP mode; no screenshot
Capture SHA-256
ca695ba08b03ffa8c3f37a91382432933a2f1b3889ee87d0e88a3ed085b01a4a
Exact settings and attempt metadata

Scrapy

UTC start / finish
2026-09-29T22:07:59.112592+00:00 / 2026-09-29T22:08:00.457651+00:00
Original / final URL
https://www.target.com/s?searchTerm=laptop
https://www.target.com/s?searchTerm=laptop
Redirects
none
Status / content outcome
HTTP 200; missing required content. Nonempty checked text.
Latency basis
0.739 s initial request scheduling through response/errback; 1.345 s worker attempt
Sampled process-tree PSS
61.938 MiB sampled peak; 17 samples
Capture
123,422 bytes; Complete client-decompressed Spider response
Checked text
264 characters; minimum 500
Required word groups
laptop: missing
Listing patterns
[$£€]\s?\d[\d,.]*: 0 matches; needs 3
Soft-block / gate phrases
No checked soft-block phrase / No checked gate phrase
Private capture inspection
Saved response was rechecked with unchanged rules: missing required content. Saved source text contains header/footer navigation without the required laptop listings; no rendered page was inspected.
Errors
No navigation, capture or process error
Screenshot
HTTP mode; no screenshot
Capture SHA-256
037d967f84b9e5535a88be103e7b2290993a06adf4d493552b8719e8f7d347ae
Exact settings and attempt metadata

SeleniumBase

UTC start / finish
2026-09-29T21:27:08.724250+00:00 / 2026-09-29T21:27:16.140741+00:00
Original / final URL
https://www.target.com/s?searchTerm=laptop
https://www.target.com/s?searchTerm=laptop
Redirects
none
Status / content outcome
HTTP 200; missing required content. Nonempty checked text.
Latency basis
1.052 s navigation; 6.152 s through DOM capture; 7.416 s total
Sampled process-tree PSS
1054.743 MiB sampled peak; 54 samples
Capture
181,296 bytes; Complete serialized UTF-8 DOM
Checked text
1,455 characters; minimum 500
Required word groups
laptop: missing
Listing patterns
[$£€]\s?\d[\d,.]*: 0 matches; needs 3
Soft-block / gate phrases
No checked soft-block phrase / No checked gate phrase
Private capture inspection
Saved DOM was rechecked against frozen content rules; missing required content. Private viewport showed a Quick verification / press-and-hold wall. The saved main-frame DOM had no frozen block-phrase match, so missing_required_content is retained; visual verification challenge is recorded separately. No CAPTCHA or login interaction.
Errors
No navigation, capture or process error
Screenshot
Private viewport PNG SHA-256: 93cc7a79a8d957ec16a1d10bc7728de7b18177c09d3768485e0771c41b1ba771
Capture SHA-256
91112237084322ac5bc9d13c6587c78d829861021780a9236ccd5fc365b4d29d
Exact settings and attempt metadata

wreq Python

UTC start / finish
2026-09-29T19:15:42.625804+00:00 / 2026-09-29T19:15:43.700176+00:00
Original / final URL
https://www.target.com/s?searchTerm=laptop
https://www.target.com/s?searchTerm=laptop
Redirects
none
Status / content outcome
HTTP 200; missing required content. Nonempty checked text.
Latency basis
1.074 s HTTP body transfer
Sampled process-tree PSS
Not measured
Capture
129,517 bytes; Original client-decompressed HTTP body
Checked text
286 characters; minimum 500
Required word groups
laptop: missing
Listing patterns
[$£€]\s?\d[\d,.]*: 0 matches; needs 3
Soft-block / gate phrases
No checked soft-block phrase / No checked gate phrase
Private capture inspection
Navigation shell without the required laptop listing or prices.
Errors
No navigation, capture or process error
Screenshot
HTTP mode; no screenshot
Capture SHA-256
789857e46575f69b1a482c833a41bf18a2fe051f5428817547d468ae5e51eb72
Exact settings and attempt metadata
Link to this twelve-tool target record
6. EtsycommerceBotasaurus · HTTP 403http access deniedCamoufox · HTTP 403http access deniedCrawlee · HTTP 403http access deniedcurl_cffi · HTTP 403http access deniedLightpanda · HTTP 403http access deniedPatchright · HTTP 403http access deniedPlaywright · HTTP 403http access deniedPuppeteer · HTTP 403http access deniedScrapling · HTTP 403http access deniedScrapy · HTTP 403http access deniedSeleniumBase · HTTP 403http access deniedwreq Python · HTTP 403http access denied

Required: Ceramic mug listings with prices. https://www.etsy.com/search?q=ceramic+mug

Puppeteer

UTC start / finish
2026-09-29T23:05:45.075Z / 2026-09-29T23:05:48.156Z
Original / final URL
https://www.etsy.com/search?q=ceramic+mug
https://www.etsy.com/search?q=ceramic+mug
Redirects
no http redirect observed
Status / content outcome
HTTP 403; http access denied. No checked text.
Latency basis
0.5350153960000001 s navigation; 2.536 s through DOM capture; 3.081229467 s total
Sampled process-tree PSS
444.389 MiB sampled peak; 25 samples
Capture
1,513 bytes; Complete serialized UTF-8 DOM
Checked text
0 characters; minimum 500
Required word groups
ceramic: missing
mug: missing
Listing patterns
[$£€]\s?\d[\d,.]*: 0 matches; needs 3
Soft-block / gate phrases
No checked soft-block phrase / No checked gate phrase
Private capture inspection
Saved serialized DOM rechecked offline with unchanged rules: http access denied. This does not prove rendered visibility, complete field extraction or interaction.
Errors
No navigation, capture or process error
Screenshot
Private viewport PNG SHA-256: 848f0ac56147519b3dc6bcff9dc6588598f221cc72b23d01d6d99f672da0cf8a
Capture SHA-256
09ca0931b83f47ab0bcb10e65e3c23684c6262201141784681d763af4fc047ab
Exact settings and attempt metadata

Botasaurus

UTC start / finish
2026-09-29T21:05:49.083995+00:00 / 2026-09-29T21:05:52.209900+00:00
Original / final URL
https://www.etsy.com/search?q=ceramic+mug
https://www.etsy.com/search?q=ceramic+mug
Redirects
none
Status / content outcome
HTTP 403; http access denied. No checked text.
Latency basis
0.543 s navigation; 2.547 s through DOM capture; 3.126 s total
Sampled process-tree PSS
632.233 MiB sampled peak; 26 samples
Capture
1,531 bytes; Complete serialized UTF-8 DOM
Checked text
0 characters; minimum 500
Required word groups
ceramic: missing
mug: missing
Listing patterns
[$£€]\s?\d[\d,.]*: 0 matches; needs 3
Soft-block / gate phrases
No checked soft-block phrase / No checked gate phrase
Private capture inspection
Saved DOM was rechecked against frozen content rules; http access denied.
Errors
No navigation, capture or process error
Screenshot
Private viewport PNG SHA-256: f9055b49ca77d7bd8515ef53f31cd20cda69c771346873661e0375c7d77a0bc5
Capture SHA-256
cedcb0af8d37d6214d471b4568721c56cf8c12b024f2f471a6fd29689dac3459
Exact settings and attempt metadata

Camoufox

UTC start / finish
2026-09-29T19:53:54.648662+00:00 / 2026-09-29T19:54:01.808700+00:00
Original / final URL
https://www.etsy.com/search?q=ceramic+mug
https://www.etsy.com/search?q=ceramic+mug
Redirects
none
Status / content outcome
HTTP 403; http access denied. No checked text.
Latency basis
0.523 s navigation; 2.911 s through DOM capture; 7.16 s total
Sampled process-tree PSS
1017.651 MiB sampled peak; 64 samples
Capture
1,513 bytes; Complete serialized UTF-8 DOM
Checked text
0 characters; minimum 500
Required word groups
ceramic: missing
mug: missing
Listing patterns
[$£€]\s?\d[\d,.]*: 0 matches; needs 3
Soft-block / gate phrases
No checked soft-block phrase / No checked gate phrase
Private capture inspection
HTTP 403 with empty checked body text; no usable ceramic-mug listing.
Errors
No navigation, capture or process error
Screenshot
Private viewport PNG SHA-256: bbc1245c35ee416b7eb44bf6f51b7b935383c6efcb5d3cffebebee4e0aa97456
Capture SHA-256
561182eb33502296d9f8ed9c688a52ea0535ba6f4addb2f5c7c18c4c4e174ff5
Exact settings and attempt metadata

Crawlee

UTC start / finish
2026-09-29T22:44:00.089Z / 2026-09-29T22:44:00.950Z
Original / final URL
https://www.etsy.com/search?q=ceramic+mug
https://www.etsy.com/search?q=ceramic+mug
Redirects
none
Status / content outcome
HTTP 403; http access denied. Nonempty checked text.
Latency basis
0.737 s HTTP navigation, transfer and Cheerio parsing (or error completion)
Sampled process-tree PSS
100.477 MiB sampled peak; 21 samples
Capture
793 bytes; Complete client-decompressed HTTP body before Cheerio conversion
Checked text
43 characters; minimum 500
Required word groups
ceramic: missing
mug: missing
Listing patterns
[$£€]\s?\d[\d,.]*: 0 matches; needs 3
Soft-block / gate phrases
No checked soft-block phrase / No checked gate phrase
Private capture inspection
Saved HTTP body rechecked with unchanged rules: http access denied.
Errors
No navigation, capture or process error
Screenshot
HTTP mode; no browser or screenshot
Capture SHA-256
4e635bfe506e8b5e61de8633b3280675ec6502d73dce0cd7a109958ac37d0574
Exact settings and attempt metadata

curl_cffi

UTC start / finish
2026-09-29T21:53:08.906230+00:00 / 2026-09-29T21:53:09.093762+00:00
Original / final URL
https://www.etsy.com/search?q=ceramic+mug
https://www.etsy.com/search?q=ceramic+mug
Redirects
none
Status / content outcome
HTTP 403; http access denied. Nonempty checked text.
Latency basis
0.186 s session.get body transfer; 0.188 s attempt
Sampled process-tree PSS
22.556 MiB sampled peak; 4 samples
Capture
793 bytes; Complete client-decompressed HTTP body
Checked text
43 characters; minimum 500
Required word groups
ceramic: missing
mug: missing
Listing patterns
[$£€]\s?\d[\d,.]*: 0 matches; needs 3
Soft-block / gate phrases
No checked soft-block phrase / No checked gate phrase
Private capture inspection
Original client-decompressed body was rechecked with unchanged rules: http access denied.
Errors
No navigation, capture or process error
Screenshot
HTTP mode; no screenshot
Capture SHA-256
42c15943d7cef5d0a92c492fbe906088d4b08901ddf10db75fd9d88f28c693dc
Exact settings and attempt metadata

Lightpanda

UTC start / finish
2026-09-29T19:25:37.347641+00:00 / 2026-09-29T19:25:39.955770+00:00
Original / final URL
https://www.etsy.com/search?q=ceramic+mug
https://www.etsy.com/search?q=ceramic+mug
Redirects
none
Status / content outcome
HTTP 403; http access denied. No checked text.
Latency basis
0.181 s navigation; 2.188 s through DOM capture; 2.608 s total
Sampled process-tree PSS
173.729 MiB sampled peak; 27 samples
Capture
1,528 bytes; Complete serialized UTF-8 DOM
Checked text
0 characters; minimum 500
Required word groups
ceramic: missing
mug: missing
Listing patterns
[$£€]\s?\d[\d,.]*: 0 matches; needs 3
Soft-block / gate phrases
No checked soft-block phrase / No checked gate phrase
Private capture inspection
HTTP 403; checked body text is empty.
Errors
No navigation, capture or process error
Screenshot
No saved screenshot
Capture SHA-256
ea0d6a5ea04fdd8bc7c05095d21ec82dc025b7845f2ffa9120ba5976af38a9ad
Exact settings and attempt metadata

Patchright

UTC start / finish
2026-09-29T19:39:10.941624+00:00 / 2026-09-29T19:39:14.024852+00:00
Original / final URL
https://www.etsy.com/search?q=ceramic+mug
https://www.etsy.com/search?q=ceramic+mug
Redirects
none
Status / content outcome
HTTP 403; http access denied. No checked text.
Latency basis
0.282 s navigation; 2.289 s through DOM capture; 3.083 s total
Sampled process-tree PSS
616.551 MiB sampled peak; 25 samples
Capture
1,525 bytes; Complete serialized UTF-8 DOM
Checked text
0 characters; minimum 500
Required word groups
ceramic: missing
mug: missing
Listing patterns
[$£€]\s?\d[\d,.]*: 0 matches; needs 3
Soft-block / gate phrases
No checked soft-block phrase / No checked gate phrase
Private capture inspection
HTTP 403 with empty checked body text.
Errors
No navigation, capture or process error
Screenshot
Private viewport PNG SHA-256: 848f0ac56147519b3dc6bcff9dc6588598f221cc72b23d01d6d99f672da0cf8a
Capture SHA-256
6dbf446aeffaa534e9524c74df7882845b317fc44f09234896085c3bb0c667ce
Exact settings and attempt metadata

Playwright

UTC start / finish
2026-09-29T22:25:06.938872+00:00 / 2026-09-29T22:25:09.997484+00:00
Original / final URL
https://www.etsy.com/search?q=ceramic+mug
https://www.etsy.com/search?q=ceramic+mug
Redirects
none
Status / content outcome
HTTP 403; http access denied. No checked text.
Latency basis
0.278 s navigation; 2.283 s through DOM capture; 3.058 s total
Sampled process-tree PSS
623.238 MiB sampled peak; 25 samples
Capture
1,525 bytes; Complete serialized UTF-8 DOM
Checked text
0 characters; minimum 500
Required word groups
ceramic: missing
mug: missing
Listing patterns
[$£€]\s?\d[\d,.]*: 0 matches; needs 3
Soft-block / gate phrases
No checked soft-block phrase / No checked gate phrase
Private capture inspection
Saved DOM rechecked against unchanged rules: http access denied.
Errors
No navigation, capture or process error
Screenshot
Private viewport PNG SHA-256: 848f0ac56147519b3dc6bcff9dc6588598f221cc72b23d01d6d99f672da0cf8a
Capture SHA-256
6868f0f77969988b8f35397ccc77983d54ddeb67bc4094be84890a93fa211599
Exact settings and attempt metadata

Scrapling

UTC start / finish
2026-09-29T20:06:57.660685+00:00 / 2026-09-29T20:06:57.886941+00:00
Original / final URL
https://www.etsy.com/search?q=ceramic+mug
https://www.etsy.com/search?q=ceramic+mug
Redirects
none
Status / content outcome
HTTP 403; http access denied. Nonempty checked text.
Latency basis
0.226 s body transfer and selector construction
Sampled process-tree PSS
36.529 MiB sampled peak; 5 samples
Capture
821 bytes; Complete client-decompressed HTTP body
Checked text
43 characters; minimum 500
Required word groups
ceramic: missing
mug: missing
Listing patterns
[$£€]\s?\d[\d,.]*: 0 matches; needs 3
Soft-block / gate phrases
No checked soft-block phrase / No checked gate phrase
Private capture inspection
HTTP 403 JS/ad-blocker prompt, with no ceramic-mug listing. No challenge or browser fallback attempted.
Errors
No navigation, capture or process error
Screenshot
HTTP mode; no screenshot
Capture SHA-256
8dfc84737cadbc441fa6f25f2da4adb68b7893d648aa3224c5290402c15c6130
Exact settings and attempt metadata

Scrapy

UTC start / finish
2026-09-29T22:08:02.873759+00:00 / 2026-09-29T22:08:03.650552+00:00
Original / final URL
https://www.etsy.com/search?q=ceramic+mug
https://www.etsy.com/search?q=ceramic+mug
Redirects
none
Status / content outcome
HTTP 403; http access denied. Nonempty checked text.
Latency basis
0.147 s initial request scheduling through response/errback; 0.777 s worker attempt
Sampled process-tree PSS
61.273 MiB sampled peak; 12 samples
Capture
793 bytes; Complete client-decompressed Spider response
Checked text
43 characters; minimum 500
Required word groups
ceramic: missing
mug: missing
Listing patterns
[$£€]\s?\d[\d,.]*: 0 matches; needs 3
Soft-block / gate phrases
No checked soft-block phrase / No checked gate phrase
Private capture inspection
Saved response was rechecked with unchanged rules: http access denied.
Errors
No navigation, capture or process error
Screenshot
HTTP mode; no screenshot
Capture SHA-256
af68d56cf7b5e1dc7be2a62d1d81e028acc2a0e7486a8f05fa6fb563822b80ca
Exact settings and attempt metadata

SeleniumBase

UTC start / finish
2026-09-29T21:27:18.911834+00:00 / 2026-09-29T21:27:22.010187+00:00
Original / final URL
https://www.etsy.com/search?q=ceramic+mug
https://www.etsy.com/search?q=ceramic+mug
Redirects
none
Status / content outcome
HTTP 403; http access denied. No checked text.
Latency basis
0.297 s navigation; 2.304 s through DOM capture; 3.098 s total
Sampled process-tree PSS
582.251 MiB sampled peak; 29 samples
Capture
1,513 bytes; Complete serialized UTF-8 DOM
Checked text
0 characters; minimum 500
Required word groups
ceramic: missing
mug: missing
Listing patterns
[$£€]\s?\d[\d,.]*: 0 matches; needs 3
Soft-block / gate phrases
No checked soft-block phrase / No checked gate phrase
Private capture inspection
Saved DOM was rechecked against frozen content rules; http access denied.
Errors
No navigation, capture or process error
Screenshot
Private viewport PNG SHA-256: 3e97cd8704a97cbdccfe4a4d614e1156fec26a8372e460149c71923dd677e021
Capture SHA-256
a9d0bae55efc8f298921b95d4dd842cae19a88f045f4eb1e23b0439c288c2bcd
Exact settings and attempt metadata

wreq Python

UTC start / finish
2026-09-29T19:15:45.706807+00:00 / 2026-09-29T19:15:45.832176+00:00
Original / final URL
https://www.etsy.com/search?q=ceramic+mug
https://www.etsy.com/search?q=ceramic+mug
Redirects
none
Status / content outcome
HTTP 403; http access denied. Nonempty checked text.
Latency basis
0.125 s HTTP body transfer
Sampled process-tree PSS
Not measured
Capture
796 bytes; Original client-decompressed HTTP body
Checked text
43 characters; minimum 500
Required word groups
ceramic: missing
mug: missing
Listing patterns
[$£€]\s?\d[\d,.]*: 0 matches; needs 3
Soft-block / gate phrases
No checked soft-block phrase / No checked gate phrase
Private capture inspection
Denied page asks for JavaScript; no products fetched.
Errors
No navigation, capture or process error
Screenshot
HTTP mode; no screenshot
Capture SHA-256
8c4151cc99561f5b5c8e63e63e4022087425f5feea7e0a2914f405a9b619e7b7
Exact settings and attempt metadata
Link to this twelve-tool target record
7. Best BuycommerceBotasaurus · HTTP 200missing required contentCamoufox · HTTP 200missing required contentCrawlee · HTTP 200missing required contentcurl_cffi · HTTP 200missing required contentLightpanda · HTTP 200missing required contentPatchright · HTTP 200missing required contentPlaywright · HTTP 200missing required contentPuppeteer · HTTP 200empty checked contentScrapling · HTTP 200missing required contentScrapy · HTTP 200missing required contentSeleniumBase · HTTP 200missing required contentwreq Python · HTTP 200missing required content

Required: Laptop product listing with prices. https://www.bestbuy.com/site/searchpage.jsp?st=laptop

Puppeteer

UTC start / finish
2026-09-29T23:05:50.337Z / 2026-09-29T23:06:04.097Z
Original / final URL
https://www.bestbuy.com/site/searchpage.jsp?st=laptop
https://www.bestbuy.com/site/searchpage.jsp?st=laptop
Redirects
no http redirect observed
Status / content outcome
HTTP 200; navigation error. No checked text.
Latency basis
5.000809561 s navigation; 8.323 s through DOM capture; 13.759723536 s total
Sampled process-tree PSS
424.319 MiB sampled peak; 107 samples
Capture
0 bytes; Incomplete or absent DOM
Checked text
0 characters; minimum 500
Required word groups
laptop: missing
Listing patterns
[$£€]\s?\d[\d,.]*: 0 matches; needs 3
Soft-block / gate phrases
No checked soft-block phrase / No checked gate phrase
Private capture inspection
Saved serialized DOM rechecked offline with unchanged rules: navigation error. This does not prove rendered visibility, complete field extraction or interaction. HTTP 200 has no checked text. Page.navigate exceeded the explicit five-second CDP protocol limit, despite a 20-second navigation deadline; DOM context was destroyed and PNG timed out. HTTP 200 is not a usable result.
Errors
ProtocolError: Page.navigate timed out. Increase the 'protocolTimeout' setting in launch/connect calls for a higher timeout if needed.
Error: Execution context was destroyed, most likely because of a navigation.
Screenshot
ProtocolError: Page.captureScreenshot timed out. Increase the 'protocolTimeout' setting in launch/connect calls for a higher timeout if needed.
Capture SHA-256
e3b0c44298fc1c149afbf4c8996fb92427ae41e4649b934ca495991b7852b855
Exact settings and attempt metadata

Botasaurus

UTC start / finish
2026-09-29T21:05:54.837881+00:00 / 2026-09-29T21:05:58.234695+00:00
Original / final URL
https://www.bestbuy.com/site/searchpage.jsp?st=laptop
https://www.bestbuy.com/site/searchpage.jsp?st=laptop
Redirects
none
Status / content outcome
HTTP 200; missing required content. Nonempty checked text.
Latency basis
0.654 s navigation; 2.665 s through DOM capture; 3.397 s total
Sampled process-tree PSS
766.717 MiB sampled peak; 27 samples
Capture
7,919 bytes; Complete serialized UTF-8 DOM
Checked text
687 characters; minimum 500
Required word groups
laptop: missing
Listing patterns
[$£€]\s?\d[\d,.]*: 0 matches; needs 3
Soft-block / gate phrases
No checked soft-block phrase / No checked gate phrase
Private capture inspection
Saved DOM was rechecked against frozen content rules; missing required content. Private viewport showed a country-choice page, not the requested laptop listings. No choice was clicked.
Errors
No navigation, capture or process error
Screenshot
Private viewport PNG SHA-256: 752e7da29a84fd163440f4876983e1de824d38bb4bb311f68761e3e462f0f46a
Capture SHA-256
9d6f0490a91cc941675ed9660f91a1826d052faa16a690af1d54c36362e8dc1a
Exact settings and attempt metadata

Camoufox

UTC start / finish
2026-09-29T19:54:04.528037+00:00 / 2026-09-29T19:54:10.666704+00:00
Original / final URL
https://www.bestbuy.com/site/searchpage.jsp?st=laptop
https://www.bestbuy.com/site/searchpage.jsp?st=laptop
Redirects
none
Status / content outcome
HTTP 200; missing required content. Nonempty checked text.
Latency basis
0.991 s navigation; 2.999 s through DOM capture; 6.139 s total
Sampled process-tree PSS
1036.947 MiB sampled peak; 56 samples
Capture
7,310 bytes; Complete serialized UTF-8 DOM
Checked text
687 characters; minimum 500
Required word groups
laptop: missing
Listing patterns
[$£€]\s?\d[\d,.]*: 0 matches; needs 3
Soft-block / gate phrases
No checked soft-block phrase / No checked gate phrase
Private capture inspection
HTTP 200 country-choice page instead of laptop results. No country selected; strict listing checks fail, as in Patchright.
Errors
No navigation, capture or process error
Screenshot
Private viewport PNG SHA-256: 91a280b03dae44efad8534e69ac7cf6524d5614f9a5facd958d1ae0838d83f8d
Capture SHA-256
9e327b4d6a6b18c0c9a503b385f6ddc7f1d5fbbb62c320db192fed01666437b3
Exact settings and attempt metadata

Crawlee

UTC start / finish
2026-09-29T22:44:04.265Z / 2026-09-29T22:44:05.107Z
Original / final URL
https://www.bestbuy.com/site/searchpage.jsp?st=laptop
https://www.bestbuy.com/site/searchpage.jsp?st=laptop
Redirects
none
Status / content outcome
HTTP 200; missing required content. Nonempty checked text.
Latency basis
0.752 s HTTP navigation, transfer and Cheerio parsing (or error completion)
Sampled process-tree PSS
87.539 MiB sampled peak; 20 samples
Capture
7,056 bytes; Complete client-decompressed HTTP body before Cheerio conversion
Checked text
687 characters; minimum 500
Required word groups
laptop: missing
Listing patterns
[$£€]\s?\d[\d,.]*: 0 matches; needs 3
Soft-block / gate phrases
No checked soft-block phrase / No checked gate phrase
Private capture inspection
Saved HTTP body rechecked with unchanged rules: missing required content. Source asks the visitor to choose a country; required listings were absent.
Errors
No navigation, capture or process error
Screenshot
HTTP mode; no browser or screenshot
Capture SHA-256
68961da8bc016a163eec03ee664aa58e219e938850f767f2db8c05c263e0400e
Exact settings and attempt metadata

curl_cffi

UTC start / finish
2026-09-29T21:53:11.315478+00:00 / 2026-09-29T21:53:11.574671+00:00
Original / final URL
https://www.bestbuy.com/site/searchpage.jsp?st=laptop
https://www.bestbuy.com/site/searchpage.jsp?st=laptop
Redirects
none
Status / content outcome
HTTP 200; missing required content. Nonempty checked text.
Latency basis
0.257 s session.get body transfer; 0.259 s attempt
Sampled process-tree PSS
22.517 MiB sampled peak; 4 samples
Capture
7,056 bytes; Complete client-decompressed HTTP body
Checked text
687 characters; minimum 500
Required word groups
laptop: missing
Listing patterns
[$£€]\s?\d[\d,.]*: 0 matches; needs 3
Soft-block / gate phrases
No checked soft-block phrase / No checked gate phrase
Private capture inspection
Original client-decompressed body was rechecked with unchanged rules: missing required content. Source text was a country-choice page, not the required laptop listings. No choice or link was followed.
Errors
No navigation, capture or process error
Screenshot
HTTP mode; no screenshot
Capture SHA-256
54be0e93fd09f73b44dd4ce8608ab3c5aa01d05d092c3705e1677708594fc5f0
Exact settings and attempt metadata

Lightpanda

UTC start / finish
2026-09-29T19:25:42.182954+00:00 / 2026-09-29T19:25:45.207883+00:00
Original / final URL
https://www.bestbuy.com/site/searchpage.jsp?st=laptop
https://www.bestbuy.com/site/searchpage.jsp?st=laptop
Redirects
none
Status / content outcome
HTTP 200; missing required content. Nonempty checked text.
Latency basis
0.56 s navigation; 2.566 s through DOM capture; 3.025 s total
Sampled process-tree PSS
271.682 MiB sampled peak; 31 samples
Capture
7,963 bytes; Complete serialized UTF-8 DOM
Checked text
687 characters; minimum 500
Required word groups
laptop: missing
Listing patterns
[$£€]\s?\d[\d,.]*: 0 matches; needs 3
Soft-block / gate phrases
No checked soft-block phrase / No checked gate phrase
Private capture inspection
Country-selection page rather than the requested laptop listing; no country choice clicked.
Errors
No navigation, capture or process error
Screenshot
No saved screenshot
Capture SHA-256
726d034a16c089bd7adb611a51fde0cea45da4a7f5f0beed30f629f056159fec
Exact settings and attempt metadata

Patchright

UTC start / finish
2026-09-29T19:39:16.272441+00:00 / 2026-09-29T19:39:42.619411+00:00
Original / final URL
https://www.bestbuy.com/site/searchpage.jsp?st=laptop
https://www.bestbuy.com/site/searchpage.jsp?st=laptop
Redirects
none
Status / content outcome
HTTP 200; missing required content. Nonempty checked text.
Latency basis
18.481 s navigation; 20.489 s through DOM capture; 26.347 s total
Sampled process-tree PSS
628.552 MiB sampled peak; 202 samples
Capture
6,937 bytes; Complete serialized UTF-8 DOM
Checked text
687 characters; minimum 500
Required word groups
laptop: missing
Listing patterns
[$£€]\s?\d[\d,.]*: 0 matches; needs 3
Soft-block / gate phrases
No checked soft-block phrase / No checked gate phrase
Private capture inspection
Country-selection page rather than laptop results; no country choice clicked. DOM capture succeeded, but the optional viewport screenshot timed out after five seconds.
Errors
No navigation, capture or process error
Screenshot
TimeoutError: Page.screenshot: Timeout 5000ms exceeded.
Capture SHA-256
288cc13185e0a356c850d7287fdc2dc0c8942c667ce83d64205588139cd0f3b1
Exact settings and attempt metadata

Playwright

UTC start / finish
2026-09-29T22:25:12.157638+00:00 / 2026-09-29T22:25:39.716821+00:00
Original / final URL
https://www.bestbuy.com/site/searchpage.jsp?st=laptop
https://www.bestbuy.com/site/searchpage.jsp?st=laptop
Redirects
none
Status / content outcome
HTTP 200; missing required content. Nonempty checked text.
Latency basis
19.831 s navigation; 21.837 s through DOM capture; 27.559 s total
Sampled process-tree PSS
767.553 MiB sampled peak; 211 samples
Capture
6,937 bytes; Complete serialized UTF-8 DOM
Checked text
687 characters; minimum 500
Required word groups
laptop: missing
Listing patterns
[$£€]\s?\d[\d,.]*: 0 matches; needs 3
Soft-block / gate phrases
No checked soft-block phrase / No checked gate phrase
Private capture inspection
Saved DOM rechecked against unchanged rules: missing required content. Saved DOM text asks for a country choice rather than meeting laptop-listing rules. The viewport screenshot timed out; no rendered-view claim is made and no country was selected.
Errors
No navigation, capture or process error
Screenshot
TimeoutError: Page.screenshot: Timeout 5000ms exceeded.
Capture SHA-256
f25095a7d0a7c3def67acd6448d337b225fb99c9b802642e96cde3b3af170837
Exact settings and attempt metadata

Scrapling

UTC start / finish
2026-09-29T20:07:00.167875+00:00 / 2026-09-29T20:07:00.295882+00:00
Original / final URL
https://www.bestbuy.com/site/searchpage.jsp?st=laptop
https://www.bestbuy.com/site/searchpage.jsp?st=laptop
Redirects
none
Status / content outcome
HTTP 200; missing required content. Nonempty checked text.
Latency basis
0.128 s body transfer and selector construction
Sampled process-tree PSS
36.586 MiB sampled peak; 4 samples
Capture
7,056 bytes; Complete client-decompressed HTTP body
Checked text
687 characters; minimum 500
Required word groups
laptop: missing
Listing patterns
[$£€]\s?\d[\d,.]*: 0 matches; needs 3
Soft-block / gate phrases
No checked soft-block phrase / No checked gate phrase
Private capture inspection
HTTP 200 country-choice page, not laptop results. No country chosen; required text and price patterns fail.
Errors
No navigation, capture or process error
Screenshot
HTTP mode; no screenshot
Capture SHA-256
a8cbf80219f398fb87ffa6502865acd958845e5d87a3479c6b061ed76fe59a71
Exact settings and attempt metadata

Scrapy

UTC start / finish
2026-09-29T22:08:06.082323+00:00 / 2026-09-29T22:08:14.807203+00:00
Original / final URL
https://www.bestbuy.com/site/searchpage.jsp?st=laptop
https://www.bestbuy.com/site/searchpage.jsp?st=laptop
Redirects
none
Status / content outcome
HTTP 200; missing required content. Nonempty checked text.
Latency basis
8.096 s initial request scheduling through response/errback; 8.725 s worker attempt
Sampled process-tree PSS
61.510 MiB sampled peak; 90 samples
Capture
6,684 bytes; Complete client-decompressed Spider response
Checked text
687 characters; minimum 500
Required word groups
laptop: missing
Listing patterns
[$£€]\s?\d[\d,.]*: 0 matches; needs 3
Soft-block / gate phrases
No checked soft-block phrase / No checked gate phrase
Private capture inspection
Saved response was rechecked with unchanged rules: missing required content. Saved checked text asks the visitor to choose a country; it does not meet the frozen listing rules.
Errors
No navigation, capture or process error
Screenshot
HTTP mode; no screenshot
Capture SHA-256
9355eccafcabd59ba19efe7d8c0937d442baaabfa976edd5db254d0f98607e9e
Exact settings and attempt metadata

SeleniumBase

UTC start / finish
2026-09-29T21:27:24.778240+00:00 / 2026-09-29T21:27:47.920202+00:00
Original / final URL
https://www.bestbuy.com/site/searchpage.jsp?st=laptop
https://www.bestbuy.com/site/searchpage.jsp?st=laptop
Redirects
none
Status / content outcome
HTTP 200; missing required content. Nonempty checked text.
Latency basis
19.76 s navigation; 21.778 s through DOM capture; 23.142 s total
Sampled process-tree PSS
667.124 MiB sampled peak; 174 samples
Capture
6,922 bytes; Complete serialized UTF-8 DOM
Checked text
687 characters; minimum 500
Required word groups
laptop: missing
Listing patterns
[$£€]\s?\d[\d,.]*: 0 matches; needs 3
Soft-block / gate phrases
No checked soft-block phrase / No checked gate phrase
Private capture inspection
Saved DOM was rechecked against frozen content rules; missing required content. Private viewport showed a country-choice page, not the requested laptop listings. No choice was clicked.
Errors
No navigation, capture or process error
Screenshot
Private viewport PNG SHA-256: 632e7a9b8f67eb4dd350b53179b460c9448ec50a3eda18c181471d03ec427570
Capture SHA-256
03f86464deb61797b16574d7590042d8d52711ae196fb2937f2cfcc1a284855a
Exact settings and attempt metadata

wreq Python

UTC start / finish
2026-09-29T19:15:47.835021+00:00 / 2026-09-29T19:15:48.210456+00:00
Original / final URL
https://www.bestbuy.com/site/searchpage.jsp?st=laptop
https://www.bestbuy.com/site/searchpage.jsp?st=laptop
Redirects
none
Status / content outcome
HTTP 200; missing required content. Nonempty checked text.
Latency basis
0.375 s HTTP body transfer
Sampled process-tree PSS
Not measured
Capture
7,056 bytes; Original client-decompressed HTTP body
Checked text
687 characters; minimum 500
Required word groups
laptop: missing
Listing patterns
[$£€]\s?\d[\d,.]*: 0 matches; needs 3
Soft-block / gate phrases
No checked soft-block phrase / No checked gate phrase
Private capture inspection
Country-selection page instead of laptop listings.
Errors
No navigation, capture or process error
Screenshot
HTTP mode; no screenshot
Capture SHA-256
66faa94f59909903b9e35fe4a65300dcc2ddc90260d044f9fccbdc28a8e8a19c
Exact settings and attempt metadata
Link to this twelve-tool target record
8. LinkedInorganizationBotasaurus · HTTP 200usableCamoufox · HTTP 200usableCrawlee · HTTP 200usablecurl_cffi · HTTP 200usableLightpanda · HTTP 200usablePatchright · HTTP 200usablePlaywright · HTTP 200usablePuppeteer · HTTP 200usableScrapling · HTTP 200usableScrapy · HTTP 999http access deniedSeleniumBase · HTTP 200usablewreq Python · HTTP 200usable

Required: Public NASA organization description and industry/topic. https://www.linkedin.com/company/nasa/

Puppeteer

UTC start / finish
2026-09-29T23:06:06.300Z / 2026-09-29T23:06:09.938Z
Original / final URL
https://www.linkedin.com/company/nasa/
https://www.linkedin.com/company/nasa/
Redirects
no http redirect observed
Status / content outcome
HTTP 200; all content checks met. Nonempty checked text.
Latency basis
0.998168712 s navigation; 3.035 s through DOM capture; 3.637643411 s total
Sampled process-tree PSS
749.510 MiB sampled peak; 28 samples
Capture
408,087 bytes; Complete serialized UTF-8 DOM
Checked text
13,400 characters; minimum 500
Required word groups
nasa / national aeronautics: matched nasa, national aeronautics
space / research / aviation: matched space, research, aviation
Listing patterns
No additional pattern
Soft-block / gate phrases
No checked soft-block phrase / No checked gate phrase
Private capture inspection
Saved serialized DOM rechecked offline with unchanged rules: usable. This does not prove rendered visibility, complete field extraction or interaction.
Errors
No navigation, capture or process error
Screenshot
Private viewport PNG SHA-256: ed1a28069ec32dd59070f3d785e616de900e0cd3df0c631d3ade8e3e8a5759cd
Capture SHA-256
14debe181f74d2c8f0f4750b3719287ebea86e911dbf22b494e93b4baff7e26c
Exact settings and attempt metadata

Botasaurus

UTC start / finish
2026-09-29T21:06:00.790682+00:00 / 2026-09-29T21:06:05.118935+00:00
Original / final URL
https://www.linkedin.com/company/nasa/
https://www.linkedin.com/company/nasa/
Redirects
none
Status / content outcome
HTTP 200; all content checks met. Nonempty checked text.
Latency basis
1.261 s navigation; 3.690 s through DOM capture; 4.328 s total
Sampled process-tree PSS
862.958 MiB sampled peak; 32 samples
Capture
408,198 bytes; Complete serialized UTF-8 DOM
Checked text
13,399 characters; minimum 500
Required word groups
nasa / national aeronautics: matched nasa, national aeronautics
space / research / aviation: matched space, research, aviation
Listing patterns
No additional pattern
Soft-block / gate phrases
No checked soft-block phrase / No checked gate phrase
Private capture inspection
Complete saved DOM met all unchanged required word groups, listing patterns and minimum text; not verified field extraction.
Errors
No navigation, capture or process error
Screenshot
Private viewport PNG SHA-256: a11cba816d4662019bc20cc5f5ed3722e5a7639eaa540950c00a4cc1db85944d
Capture SHA-256
3a61f9863576b311a2cc380daa5871b9661a6668aff2fbdf81a6595d2fb8490b
Exact settings and attempt metadata

Camoufox

UTC start / finish
2026-09-29T19:54:13.335800+00:00 / 2026-09-29T19:54:23.779514+00:00
Original / final URL
https://www.linkedin.com/company/nasa/
https://www.linkedin.com/company/nasa/
Redirects
none
Status / content outcome
HTTP 200; all content checks met. Nonempty checked text.
Latency basis
0.909 s navigation; 4.382 s through DOM capture; 10.444 s total
Sampled process-tree PSS
1132.404 MiB sampled peak; 89 samples
Capture
351,222 bytes; Complete serialized UTF-8 DOM
Checked text
12,645 characters; minimum 500
Required word groups
nasa / national aeronautics: matched nasa, national aeronautics
space / research / aviation: matched space, research, aviation
Listing patterns
No additional pattern
Soft-block / gate phrases
No checked soft-block phrase / No checked gate phrase
Private capture inspection
Public NASA organization identity and overview meet the DOM checks alongside cookie/account prompts. No consent or login action; not proof of interaction or complete tab coverage.
Errors
No navigation, capture or process error
Screenshot
Private viewport PNG SHA-256: e9835510165ce89622963715cad6d8ce790ee6f20b52a6c59b48e252d7f22932
Capture SHA-256
940bbf6e79780cb7d495b93c9d05d8da5d710e8850a00d8da3beeec79695b78a
Exact settings and attempt metadata

Crawlee

UTC start / finish
2026-09-29T22:44:08.444Z / 2026-09-29T22:44:09.597Z
Original / final URL
https://www.linkedin.com/company/nasa/
https://www.linkedin.com/company/nasa/
Redirects
none
Status / content outcome
HTTP 200; all content checks met. Nonempty checked text.
Latency basis
1.066 s HTTP navigation, transfer and Cheerio parsing (or error completion)
Sampled process-tree PSS
99.025 MiB sampled peak; 24 samples
Capture
357,029 bytes; Complete client-decompressed HTTP body before Cheerio conversion
Checked text
12,651 characters; minimum 500
Required word groups
nasa / national aeronautics: matched nasa, national aeronautics
space / research / aviation: matched space, research, aviation
Listing patterns
No additional pattern
Soft-block / gate phrases
No checked soft-block phrase / No checked gate phrase
Private capture inspection
Complete HTTP source body met frozen checks; no rendered visibility, browser interaction or complete field extraction verified.
Errors
No navigation, capture or process error
Screenshot
HTTP mode; no browser or screenshot
Capture SHA-256
46d7cfb74e018cf0773c6e1c62aade46437c03d255aa23dd31e90f776358bf7b
Exact settings and attempt metadata

curl_cffi

UTC start / finish
2026-09-29T21:53:13.736774+00:00 / 2026-09-29T21:53:14.464893+00:00
Original / final URL
https://www.linkedin.com/company/nasa/
https://www.linkedin.com/company/nasa/
Redirects
none
Status / content outcome
HTTP 200; all content checks met. Nonempty checked text.
Latency basis
0.726 s session.get body transfer; 0.728 s attempt
Sampled process-tree PSS
22.414 MiB sampled peak; 9 samples
Capture
357,031 bytes; Complete client-decompressed HTTP body
Checked text
12,652 characters; minimum 500
Required word groups
nasa / national aeronautics: matched nasa, national aeronautics
space / research / aviation: matched space, research, aviation
Listing patterns
No additional pattern
Soft-block / gate phrases
No checked soft-block phrase / No checked gate phrase
Private capture inspection
Complete client-decompressed HTTP body met all unchanged word groups, listing patterns and minimum text. No JavaScript, rendered visibility or complete field extraction was verified.
Errors
No navigation, capture or process error
Screenshot
HTTP mode; no screenshot
Capture SHA-256
8d79095dc6c9f14c3f1b20c5cc8852da6ec1d2312b39932dfa7271109704531b
Exact settings and attempt metadata

Lightpanda

UTC start / finish
2026-09-29T19:25:47.444223+00:00 / 2026-09-29T19:25:50.660499+00:00
Original / final URL
https://www.linkedin.com/company/nasa/
https://www.linkedin.com/company/nasa/
Redirects
none
Status / content outcome
HTTP 200; all content checks met. Nonempty checked text.
Latency basis
0.765 s navigation; 2.784 s through DOM capture; 3.216 s total
Sampled process-tree PSS
229.168 MiB sampled peak; 33 samples
Capture
385,156 bytes; Complete serialized UTF-8 DOM
Checked text
13,547 characters; minimum 500
Required word groups
nasa / national aeronautics: matched nasa, national aeronautics
space / research / aviation: matched space, research, aviation
Listing patterns
No additional pattern
Soft-block / gate phrases
No checked soft-block phrase / No checked gate phrase
Private capture inspection
Public NASA organization identity and overview appear alongside cookie/account prompts. No account used.
Errors
No navigation, capture or process error
Screenshot
No saved screenshot
Capture SHA-256
08c898f837aa3c802d085345de1fe68b578cbf069f3417555413f618fa1f6176
Exact settings and attempt metadata

Patchright

UTC start / finish
2026-09-29T19:39:44.805462+00:00 / 2026-09-29T19:39:48.459245+00:00
Original / final URL
https://www.linkedin.com/company/nasa/
https://www.linkedin.com/company/nasa/
Redirects
none
Status / content outcome
HTTP 200; all content checks met. Nonempty checked text.
Latency basis
0.751 s navigation; 2.795 s through DOM capture; 3.654 s total
Sampled process-tree PSS
905.084 MiB sampled peak; 27 samples
Capture
389,270 bytes; Complete serialized UTF-8 DOM
Checked text
12,818 characters; minimum 500
Required word groups
nasa / national aeronautics: matched nasa, national aeronautics
space / research / aviation: matched space, research, aviation
Listing patterns
No additional pattern
Soft-block / gate phrases
No checked soft-block phrase / No checked gate phrase
Private capture inspection
Public NASA organization identity and overview are in the DOM alongside account/cookie prompts. No login or consent action used.
Errors
No navigation, capture or process error
Screenshot
Private viewport PNG SHA-256: 608626fb5a89f7233c30d1f035c2340e642418dc2cca5cfa1235fc379e2121eb
Capture SHA-256
d7de4fafb5c71188468f58d4240eb7943db366e7bd8999ec5e43f367cac1a82b
Exact settings and attempt metadata

Playwright

UTC start / finish
2026-09-29T22:25:41.917109+00:00 / 2026-09-29T22:25:45.691292+00:00
Original / final URL
https://www.linkedin.com/company/nasa/
https://www.linkedin.com/company/nasa/
Redirects
none
Status / content outcome
HTTP 200; all content checks met. Nonempty checked text.
Latency basis
0.776 s navigation; 2.825 s through DOM capture; 3.774 s total
Sampled process-tree PSS
892.958 MiB sampled peak; 29 samples
Capture
408,122 bytes; Complete serialized UTF-8 DOM
Checked text
13,396 characters; minimum 500
Required word groups
nasa / national aeronautics: matched nasa, national aeronautics
space / research / aviation: matched space, research, aviation
Listing patterns
No additional pattern
Soft-block / gate phrases
No checked soft-block phrase / No checked gate phrase
Private capture inspection
Complete saved DOM met all unchanged word groups, listing patterns and minimum text. No complete field extraction was verified.
Errors
No navigation, capture or process error
Screenshot
Private viewport PNG SHA-256: 369f59042c69b888635342df92913a76b0c1a0b205f882a7c814fd5bc6e36a7c
Capture SHA-256
928720b3ea045350b0f95982bad1e8883da1df3dcfb8469fea842d10f511e92e
Exact settings and attempt metadata

Scrapling

UTC start / finish
2026-09-29T20:07:02.580472+00:00 / 2026-09-29T20:07:03.767740+00:00
Original / final URL
https://www.linkedin.com/company/nasa/
https://www.linkedin.com/company/nasa/
Redirects
none
Status / content outcome
HTTP 200; all content checks met. Nonempty checked text.
Latency basis
1.185 s body transfer and selector construction
Sampled process-tree PSS
40.062 MiB sampled peak; 15 samples
Capture
356,271 bytes; Complete client-decompressed HTTP body
Checked text
12,645 characters; minimum 500
Required word groups
nasa / national aeronautics: matched nasa, national aeronautics
space / research / aviation: matched space, research, aviation
Listing patterns
No additional pattern
Soft-block / gate phrases
No checked soft-block phrase / No checked gate phrase
Private capture inspection
Public NASA organization identity and overview meet the body checks alongside cookie/account prompts. No login or consent action. Source checks do not prove unobstructed rendering, tab coverage or interaction.
Errors
No navigation, capture or process error
Screenshot
HTTP mode; no screenshot
Capture SHA-256
8ff1309594ab130baac70e39033ee7b4059927d126a5a65c785522076d9ebeeb
Exact settings and attempt metadata

Scrapy

UTC start / finish
2026-09-29T22:08:17.246657+00:00 / 2026-09-29T22:08:18.078188+00:00
Original / final URL
https://www.linkedin.com/company/nasa/
https://www.linkedin.com/company/nasa/
Redirects
none
Status / content outcome
HTTP 999; http access denied. No checked text.
Latency basis
0.211 s initial request scheduling through response/errback; 0.832 s worker attempt
Sampled process-tree PSS
61.223 MiB sampled peak; 12 samples
Capture
1,530 bytes; Complete client-decompressed Spider response
Checked text
0 characters; minimum 500
Required word groups
nasa / national aeronautics: missing
space / research / aviation: missing
Listing patterns
No additional pattern
Soft-block / gate phrases
No checked soft-block phrase / No checked gate phrase
Private capture inspection
Saved response was rechecked with unchanged rules: http access denied.
Errors
No navigation, capture or process error
Screenshot
HTTP mode; no screenshot
Capture SHA-256
644031a68bde879af85bcc9cb3e6fa1e9a6b0f61d49307581974b5dbc09d3de8
Exact settings and attempt metadata

SeleniumBase

UTC start / finish
2026-09-29T21:27:50.649267+00:00 / 2026-09-29T21:27:54.643375+00:00
Original / final URL
https://www.linkedin.com/company/nasa/
https://www.linkedin.com/company/nasa/
Redirects
none
Status / content outcome
HTTP 200; all content checks met. Nonempty checked text.
Latency basis
0.908 s navigation; 2.986 s through DOM capture; 3.994 s total
Sampled process-tree PSS
863.165 MiB sampled peak; 33 samples
Capture
391,314 bytes; Complete serialized UTF-8 DOM
Checked text
12,824 characters; minimum 500
Required word groups
nasa / national aeronautics: matched nasa, national aeronautics
space / research / aviation: matched space, research, aviation
Listing patterns
No additional pattern
Soft-block / gate phrases
No checked soft-block phrase / No checked gate phrase
Private capture inspection
Complete saved DOM met all unchanged required word groups, listing patterns and minimum text; not verified field extraction.
Errors
No navigation, capture or process error
Screenshot
Private viewport PNG SHA-256: ef1562b3d319ac65b7af3d027acbe4dd1e6e4085b0a9232b91886e6adaec244b
Capture SHA-256
9d1595b97fbf2d61f41daf2384b495208e13e44a5d43bac0baac58fba3da5b50
Exact settings and attempt metadata

wreq Python

UTC start / finish
2026-09-29T19:15:50.213790+00:00 / 2026-09-29T19:15:50.899632+00:00
Original / final URL
https://www.linkedin.com/company/nasa/
https://www.linkedin.com/company/nasa/
Redirects
none
Status / content outcome
HTTP 200; all content checks met. Nonempty checked text.
Latency basis
0.686 s HTTP body transfer
Sampled process-tree PSS
Not measured
Capture
356,941 bytes; Original client-decompressed HTTP body
Checked text
12,885 characters; minimum 500
Required word groups
nasa / national aeronautics: matched nasa, national aeronautics
space / research / aviation: matched space, research, aviation
Listing patterns
No additional pattern
Soft-block / gate phrases
No checked soft-block phrase / No checked gate phrase
Private capture inspection
Public organization description and space/research terms present; no login performed.
Errors
No navigation, capture or process error
Screenshot
HTTP mode; no screenshot
Capture SHA-256
c05bdbb38d2dacf549956e4432b8199dc80f8f8a03f18c48e21ee7043e29db91
Exact settings and attempt metadata
Link to this twelve-tool target record
9. InstagramorganizationBotasaurus · HTTP 200usableCamoufox · HTTP 200empty checked contentCrawlee · HTTP 200empty checked contentcurl_cffi · HTTP 200empty checked contentLightpanda · HTTP 200usablePatchright · HTTP 200usablePlaywright · HTTP 200usablePuppeteer · HTTP 200usableScrapling · HTTP 200empty checked contentScrapy · HTTP 200empty checked contentSeleniumBase · HTTP 200usablewreq Python · HTTP 200empty checked content

Required: NASA organization profile with follower and post information. https://www.instagram.com/nasa/

Puppeteer

UTC start / finish
2026-09-29T23:06:12.240Z / 2026-09-29T23:06:15.463Z
Original / final URL
https://www.instagram.com/nasa/
https://www.instagram.com/nasa/
Redirects
no http redirect observed
Status / content outcome
HTTP 200; all content checks met. Nonempty checked text.
Latency basis
0.533700519 s navigation; 2.604 s through DOM capture; 3.223157463 s total
Sampled process-tree PSS
649.819 MiB sampled peak; 26 samples
Capture
1,036,836 bytes; Complete serialized UTF-8 DOM
Checked text
3,794 characters; minimum 150
Required word groups
nasa: matched nasa
followers: matched followers
posts: matched posts
Listing patterns
No additional pattern
Soft-block / gate phrases
No checked soft-block phrase / No checked gate phrase
Private capture inspection
Saved serialized DOM rechecked offline with unchanged rules: usable. This does not prove rendered visibility, complete field extraction or interaction. Private PNG shows a cookie consent overlay above the NASA profile while DOM checks pass; no consent was clicked.
Errors
No navigation, capture or process error
Screenshot
Private viewport PNG SHA-256: 1ff20e0583708983c1126fce7595ae1825d2b1aa3005ced8189eabef8c84bc5d
Capture SHA-256
45e24270ce82ffe50b2dae95f84bb71fb9bddbe3a9b61e32ec7ffd3abeaed14e
Exact settings and attempt metadata

Botasaurus

UTC start / finish
2026-09-29T21:06:07.714434+00:00 / 2026-09-29T21:06:11.565364+00:00
Original / final URL
https://www.instagram.com/nasa/
https://www.instagram.com/nasa/
Redirects
none
Status / content outcome
HTTP 200; all content checks met. Nonempty checked text.
Latency basis
0.753 s navigation; 3.267 s through DOM capture; 3.851 s total
Sampled process-tree PSS
756.824 MiB sampled peak; 31 samples
Capture
1,044,472 bytes; Complete serialized UTF-8 DOM
Checked text
3,764 characters; minimum 150
Required word groups
nasa: matched nasa
followers: matched followers
posts: matched posts
Listing patterns
No additional pattern
Soft-block / gate phrases
No checked soft-block phrase / No checked gate phrase
Private capture inspection
Complete saved DOM met all unchanged required word groups, listing patterns and minimum text; not verified field extraction.
Errors
No navigation, capture or process error
Screenshot
Private viewport PNG SHA-256: fbe1e5009f3cd4d055489f75c2e17d6ba32406fea5cf6f33b8824b916039e960
Capture SHA-256
5b3e1daf8c982568a27958828560c0bab7aa2276bb527e92e91597c2290b6a0c
Exact settings and attempt metadata

Camoufox

UTC start / finish
2026-09-29T19:54:26.562446+00:00 / 2026-09-29T19:54:32.647020+00:00
Original / final URL
https://www.instagram.com/nasa/
https://www.instagram.com/nasa/
Redirects
none
Status / content outcome
HTTP 200; missing required content. No checked text.
Latency basis
0.899 s navigation; 2.995 s through DOM capture; 6.084 s total
Sampled process-tree PSS
1032.718 MiB sampled peak; 56 samples
Capture
768,860 bytes; Complete serialized UTF-8 DOM
Checked text
0 characters; minimum 150
Required word groups
nasa: missing
followers: missing
posts: missing
Listing patterns
No additional pattern
Soft-block / gate phrases
No checked soft-block phrase / No checked gate phrase
Private capture inspection
HTTP 200 with a large DOM but no checked body text. Private screenshot is a blank dark surface, unlike the earlier usable Patchright profile DOM. No login, consent click or extra wait.
Errors
No navigation, capture or process error
Screenshot
Private viewport PNG SHA-256: c9c01cbdebc5bee65ca399e4caa78eb27b1ab550bc2e4d729ec216ee0a3533f8
Capture SHA-256
b88c9432d0b577c8af237dd6dfa98ea6e95e0113a4ae99d1967e3527a21dbbb0
Exact settings and attempt metadata

Crawlee

UTC start / finish
2026-09-29T22:44:12.969Z / 2026-09-29T22:44:14.275Z
Original / final URL
https://www.instagram.com/nasa/
https://www.instagram.com/nasa/
Redirects
none
Status / content outcome
HTTP 200; missing required content. No checked text.
Latency basis
1.208 s HTTP navigation, transfer and Cheerio parsing (or error completion)
Sampled process-tree PSS
108.332 MiB sampled peak; 25 samples
Capture
738,992 bytes; Complete client-decompressed HTTP body before Cheerio conversion
Checked text
0 characters; minimum 150
Required word groups
nasa: missing
followers: missing
posts: missing
Listing patterns
No additional pattern
Soft-block / gate phrases
No checked soft-block phrase / No checked gate phrase
Private capture inspection
Saved HTTP body rechecked with unchanged rules: missing required content. HTTP 200 has no checked text.
Errors
No navigation, capture or process error
Screenshot
HTTP mode; no browser or screenshot
Capture SHA-256
9bf0d670d83960bd9b3d052fd168aeb26f5bab974b42b6746a74d13f4beb0a21
Exact settings and attempt metadata

curl_cffi

UTC start / finish
2026-09-29T21:53:16.655571+00:00 / 2026-09-29T21:53:17.292161+00:00
Original / final URL
https://www.instagram.com/nasa/
https://www.instagram.com/nasa/
Redirects
none
Status / content outcome
HTTP 200; missing required content. No checked text.
Latency basis
0.634 s session.get body transfer; 0.637 s attempt
Sampled process-tree PSS
24.084 MiB sampled peak; 8 samples
Capture
755,582 bytes; Complete client-decompressed HTTP body
Checked text
0 characters; minimum 150
Required word groups
nasa: missing
followers: missing
posts: missing
Listing patterns
No additional pattern
Soft-block / gate phrases
No checked soft-block phrase / No checked gate phrase
Private capture inspection
HTTP 200 body had no checked source text; empty checked content is not a usable 200.
Errors
No navigation, capture or process error
Screenshot
HTTP mode; no screenshot
Capture SHA-256
39655931e14b14087c03ef85a625a2f1fc5935cd82582251dd4466ec7aba9694
Exact settings and attempt metadata

Lightpanda

UTC start / finish
2026-09-29T19:25:52.936307+00:00 / 2026-09-29T19:25:56.105022+00:00
Original / final URL
https://www.instagram.com/nasa/
https://www.instagram.com/nasa/
Redirects
none
Status / content outcome
HTTP 200; all content checks met. Nonempty checked text.
Latency basis
0.679 s navigation; 2.735 s through DOM capture; 3.168 s total
Sampled process-tree PSS
307.341 MiB sampled peak; 32 samples
Capture
1,017,221 bytes; Complete serialized UTF-8 DOM
Checked text
3,515 characters; minimum 150
Required word groups
nasa: matched nasa
followers: matched followers
posts: matched posts
Listing patterns
No additional pattern
Soft-block / gate phrases
No checked soft-block phrase / No checked gate phrase
Private capture inspection
Public NASA identity and follower text meet the profile checks. This does not establish post or media coverage.
Errors
No navigation, capture or process error
Screenshot
No saved screenshot
Capture SHA-256
bc5bc8e2f3f4dd35d640db71b76a2620d8e0e7695f0a72fdb120e56fe5babd77
Exact settings and attempt metadata

Patchright

UTC start / finish
2026-09-29T19:39:50.681108+00:00 / 2026-09-29T19:39:54.298474+00:00
Original / final URL
https://www.instagram.com/nasa/
https://www.instagram.com/nasa/
Redirects
none
Status / content outcome
HTTP 200; all content checks met. Nonempty checked text.
Latency basis
0.679 s navigation; 2.778 s through DOM capture; 3.617 s total
Sampled process-tree PSS
708.163 MiB sampled peak; 29 samples
Capture
1,059,858 bytes; Complete serialized UTF-8 DOM
Checked text
3,794 characters; minimum 150
Required word groups
nasa: matched nasa
followers: matched followers
posts: matched posts
Listing patterns
No additional pattern
Soft-block / gate phrases
No checked soft-block phrase / No checked gate phrase
Private capture inspection
NASA identity and follower text meet the unchanged DOM checks. A cookie-consent modal covers the private screenshot; no consent choice clicked. This is not proof of unobstructed interaction or post/media coverage.
Errors
No navigation, capture or process error
Screenshot
Private viewport PNG SHA-256: d9dc8a07ce234c2e638b9437bfef92a69a82159545b56c7125e15918c88cb47f
Capture SHA-256
7a4b2751980901fc099e6bb224fbbbf6244ea2a51668d508c88de33676c2447d
Exact settings and attempt metadata

Playwright

UTC start / finish
2026-09-29T22:25:47.904190+00:00 / 2026-09-29T22:25:52.903134+00:00
Original / final URL
https://www.instagram.com/nasa/
https://www.instagram.com/nasa/
Redirects
none
Status / content outcome
HTTP 200; all content checks met. Nonempty checked text.
Latency basis
2.093 s navigation; 4.192 s through DOM capture; 4.999 s total
Sampled process-tree PSS
699.685 MiB sampled peak; 40 samples
Capture
1,051,718 bytes; Complete serialized UTF-8 DOM
Checked text
3,794 characters; minimum 150
Required word groups
nasa: matched nasa
followers: matched followers
posts: matched posts
Listing patterns
No additional pattern
Soft-block / gate phrases
No checked soft-block phrase / No checked gate phrase
Private capture inspection
Complete saved DOM met all unchanged word groups, listing patterns and minimum text. No complete field extraction was verified. Private viewport showed a cookie-consent overlay over the NASA profile. Underlying DOM content met the frozen checks; this is not completed visible interaction or consent. No overlay was clicked and the content classification is unchanged.
Errors
No navigation, capture or process error
Screenshot
Private viewport PNG SHA-256: d9dc8a07ce234c2e638b9437bfef92a69a82159545b56c7125e15918c88cb47f
Capture SHA-256
ee8561f7efd4db18837bafa868d73642728e31ca4edd70578a2fe4d905203e3a
Exact settings and attempt metadata

Scrapling

UTC start / finish
2026-09-29T20:07:06.144805+00:00 / 2026-09-29T20:07:06.920916+00:00
Original / final URL
https://www.instagram.com/nasa/
https://www.instagram.com/nasa/
Redirects
none
Status / content outcome
HTTP 200; missing required content. No checked text.
Latency basis
0.774 s body transfer and selector construction
Sampled process-tree PSS
39.903 MiB sampled peak; 11 samples
Capture
755,250 bytes; Complete client-decompressed HTTP body
Checked text
0 characters; minimum 150
Required word groups
nasa: missing
followers: missing
posts: missing
Listing patterns
No additional pattern
Soft-block / gate phrases
No checked soft-block phrase / No checked gate phrase
Private capture inspection
HTTP 200 returns a large HTML body with zero checked body text. Script/head content is excluded by the unchanged validator. No browser rendering or login attempted.
Errors
No navigation, capture or process error
Screenshot
HTTP mode; no screenshot
Capture SHA-256
108857091bdc1847f9d5f25d16685dc0e74b4110a4a02572b1c952160335ad7b
Exact settings and attempt metadata

Scrapy

UTC start / finish
2026-09-29T22:08:20.472058+00:00 / 2026-09-29T22:08:21.643702+00:00
Original / final URL
https://www.instagram.com/nasa/
https://www.instagram.com/nasa/
Redirects
none
Status / content outcome
HTTP 200; missing required content. No checked text.
Latency basis
0.568 s initial request scheduling through response/errback; 1.172 s worker attempt
Sampled process-tree PSS
64.241 MiB sampled peak; 16 samples
Capture
737,943 bytes; Complete client-decompressed Spider response
Checked text
0 characters; minimum 150
Required word groups
nasa: missing
followers: missing
posts: missing
Listing patterns
No additional pattern
Soft-block / gate phrases
No checked soft-block phrase / No checked gate phrase
Private capture inspection
HTTP 200 had no checked source text; empty checked text is not usable content.
Errors
No navigation, capture or process error
Screenshot
HTTP mode; no screenshot
Capture SHA-256
dc9b062727af44552c5be5c33a60592236c0711156169bc38f560b70d12a0004
Exact settings and attempt metadata

SeleniumBase

UTC start / finish
2026-09-29T21:27:57.399368+00:00 / 2026-09-29T21:28:01.209842+00:00
Original / final URL
https://www.instagram.com/nasa/
https://www.instagram.com/nasa/
Redirects
none
Status / content outcome
HTTP 200; all content checks met. Nonempty checked text.
Latency basis
0.652 s navigation; 2.780 s through DOM capture; 3.81 s total
Sampled process-tree PSS
805.133 MiB sampled peak; 33 samples
Capture
1,036,296 bytes; Complete serialized UTF-8 DOM
Checked text
3,794 characters; minimum 150
Required word groups
nasa: matched nasa
followers: matched followers
posts: matched posts
Listing patterns
No additional pattern
Soft-block / gate phrases
No checked soft-block phrase / No checked gate phrase
Private capture inspection
Complete saved DOM met all unchanged required word groups, listing patterns and minimum text; not verified field extraction.
Errors
No navigation, capture or process error
Screenshot
Private viewport PNG SHA-256: 67efadfab812d02e4ed5498d2eb690c4637967477364861675334dae431daf53
Capture SHA-256
8e6011048b882f2da0a5ab8118efbca48e1de389c5b35ade4192d885a7792e3d
Exact settings and attempt metadata

wreq Python

UTC start / finish
2026-09-29T19:15:52.920896+00:00 / 2026-09-29T19:15:53.522833+00:00
Original / final URL
https://www.instagram.com/nasa/
https://www.instagram.com/nasa/
Redirects
none
Status / content outcome
HTTP 200; missing required content. No checked text.
Latency basis
0.602 s HTTP body transfer
Sampled process-tree PSS
Not measured
Capture
762,007 bytes; Original client-decompressed HTTP body
Checked text
0 characters; minimum 150
Required word groups
nasa: missing
followers: missing
posts: missing
Listing patterns
No additional pattern
Soft-block / gate phrases
No checked soft-block phrase / No checked gate phrase
Private capture inspection
Required public profile content missing from the checked HTML text.
Errors
No navigation, capture or process error
Screenshot
HTTP mode; no screenshot
Capture SHA-256
3579772738e3b489463f69f82eef9f692d6b3a79d2031da9c5f1e53cfe1239bb
Exact settings and attempt metadata
Link to this twelve-tool target record
10. TikTokorganizationBotasaurus · HTTP 200usableCamoufox · HTTP 200missing required contentCrawlee · HTTP 200missing required contentcurl_cffi · HTTP 200missing required contentLightpanda · HTTP 200usablePatchright · HTTP 200usablePlaywright · HTTP 200usablePuppeteer · HTTP 200usableScrapling · HTTP 200missing required contentScrapy · HTTP 200missing required contentSeleniumBase · HTTP 200usablewreq Python · HTTP 200missing required content

Required: NASA organization profile with video and audience information. https://www.tiktok.com/@nasa

Puppeteer

UTC start / finish
2026-09-29T23:06:17.722Z / 2026-09-29T23:06:21.813Z
Original / final URL
https://www.tiktok.com/@nasa
https://www.tiktok.com/@nasa
Redirects
no http redirect observed
Status / content outcome
HTTP 200; all content checks met. Nonempty checked text.
Latency basis
1.334744522 s navigation; 3.403 s through DOM capture; 4.091116214 s total
Sampled process-tree PSS
754.350 MiB sampled peak; 32 samples
Capture
534,726 bytes; Complete serialized UTF-8 DOM
Checked text
1,447 characters; minimum 150
Required word groups
nasa: matched nasa
followers: matched followers
videos / likes: matched videos, likes
Listing patterns
No additional pattern
Soft-block / gate phrases
No checked soft-block phrase / No checked gate phrase
Private capture inspection
Saved serialized DOM rechecked offline with unchanged rules: usable. This does not prove rendered visibility, complete field extraction or interaction.
Errors
No navigation, capture or process error
Screenshot
Private viewport PNG SHA-256: 12d476ace24be5e576bd8099c2742eb917b9d406d4cbc8520ba59716389bf275
Capture SHA-256
b899ba1790fe523094602cc574af052251d602b4329f7d6144f19561ae3b7ba2
Exact settings and attempt metadata

Botasaurus

UTC start / finish
2026-09-29T21:06:14.184117+00:00 / 2026-09-29T21:06:18.686051+00:00
Original / final URL
https://www.tiktok.com/@nasa
https://www.tiktok.com/@nasa
Redirects
none
Status / content outcome
HTTP 200; all content checks met. Nonempty checked text.
Latency basis
1.214 s navigation; 3.700 s through DOM capture; 4.502 s total
Sampled process-tree PSS
945.973 MiB sampled peak; 34 samples
Capture
501,965 bytes; Complete serialized UTF-8 DOM
Checked text
353 characters; minimum 150
Required word groups
nasa: matched nasa
followers: matched followers
videos / likes: matched likes
Listing patterns
No additional pattern
Soft-block / gate phrases
No checked soft-block phrase / No checked gate phrase
Private capture inspection
Complete saved DOM met all unchanged required word groups, listing patterns and minimum text; not verified field extraction.
Errors
No navigation, capture or process error
Screenshot
Private viewport PNG SHA-256: 8e3f1bae60da3c52bda5a39329e24b9413e535401a27e112ca877f43dc7faf6f
Capture SHA-256
53d7130503df61d25ccbbfda903c3130bb170cadd790b7472db6cf477c343dcf
Exact settings and attempt metadata

Camoufox

UTC start / finish
2026-09-29T19:54:35.394557+00:00 / 2026-09-29T19:54:46.435905+00:00
Original / final URL
https://www.tiktok.com/@nasa
https://www.tiktok.com/@nasa
Redirects
none
Status / content outcome
HTTP 200; missing required content. Nonempty checked text.
Latency basis
2.891 s navigation; 5.326 s through DOM capture; 11.041 s total
Sampled process-tree PSS
1177.475 MiB sampled peak; 94 samples
Capture
392,449 bytes; Complete serialized UTF-8 DOM
Checked text
106 characters; minimum 150
Required word groups
nasa: matched nasa
followers: matched followers
videos / likes: matched likes
Listing patterns
No additional pattern
Soft-block / gate phrases
No checked soft-block phrase / No checked gate phrase
Private capture inspection
NASA identity, follower and like labels are present, but checked text is below the unchanged minimum. Private screenshot shows profile header and loading placeholders; no video playback tested. Patchright earlier met the same threshold.
Errors
No navigation, capture or process error
Screenshot
Private viewport PNG SHA-256: 1779fab7440a9a85f3f850f1fddf4c2b029e14d909038c24ab2b68370f66cace
Capture SHA-256
20b83ad541cc99a75a02fc4fc183b5a89eaa985d3be2642004d09304c67f8654
Exact settings and attempt metadata

Crawlee

UTC start / finish
2026-09-29T22:44:17.548Z / 2026-09-29T22:44:18.772Z
Original / final URL
https://www.tiktok.com/@nasa
https://www.tiktok.com/@nasa
Redirects
none
Status / content outcome
HTTP 200; missing required content. Nonempty checked text.
Latency basis
1.133 s HTTP navigation, transfer and Cheerio parsing (or error completion)
Sampled process-tree PSS
99.078 MiB sampled peak; 24 samples
Capture
389,189 bytes; Complete client-decompressed HTTP body before Cheerio conversion
Checked text
66 characters; minimum 150
Required word groups
nasa: matched nasa
followers: missing
videos / likes: missing
Listing patterns
No additional pattern
Soft-block / gate phrases
No checked soft-block phrase / No checked gate phrase
Private capture inspection
Saved HTTP body rechecked with unchanged rules: missing required content.
Errors
No navigation, capture or process error
Screenshot
HTTP mode; no browser or screenshot
Capture SHA-256
aa6bd4f5fcfbcf097009318e15939483b6fde84345095181f564fb7ec8c5b533
Exact settings and attempt metadata

curl_cffi

UTC start / finish
2026-09-29T21:53:19.480963+00:00 / 2026-09-29T21:53:20.275611+00:00
Original / final URL
https://www.tiktok.com/@nasa
https://www.tiktok.com/@nasa
Redirects
none
Status / content outcome
HTTP 200; missing required content. Nonempty checked text.
Latency basis
0.792 s session.get body transfer; 0.795 s attempt
Sampled process-tree PSS
23.367 MiB sampled peak; 10 samples
Capture
389,678 bytes; Complete client-decompressed HTTP body
Checked text
66 characters; minimum 150
Required word groups
nasa: matched nasa
followers: missing
videos / likes: missing
Listing patterns
No additional pattern
Soft-block / gate phrases
No checked soft-block phrase / No checked gate phrase
Private capture inspection
Original client-decompressed body was rechecked with unchanged rules: missing required content.
Errors
No navigation, capture or process error
Screenshot
HTTP mode; no screenshot
Capture SHA-256
0eb2cc1c33315e09d06495cf052302513382a1173b50f86d1d4a15ed22c9f1b7
Exact settings and attempt metadata

Lightpanda

UTC start / finish
2026-09-29T19:25:58.325858+00:00 / 2026-09-29T19:26:01.818546+00:00
Original / final URL
https://www.tiktok.com/@nasa
https://www.tiktok.com/@nasa
Redirects
none
Status / content outcome
HTTP 200; all content checks met. Nonempty checked text.
Latency basis
0.614 s navigation; 2.943 s through DOM capture; 3.493 s total
Sampled process-tree PSS
409.222 MiB sampled peak; 35 samples
Capture
454,373 bytes; Complete serialized UTF-8 DOM
Checked text
708 characters; minimum 150
Required word groups
nasa: matched nasa
followers: matched followers
videos / likes: matched videos, likes
Listing patterns
No additional pattern
Soft-block / gate phrases
No checked soft-block phrase / No checked gate phrase
Private capture inspection
NASA identity and follower text meet the profile checks. The video area also reports an error; this result does not establish working videos.
Errors
No navigation, capture or process error
Screenshot
No saved screenshot
Capture SHA-256
07b95c7d32ea62611736b17c88b97b5d8e0ea8c2188c95e33b2dd48ddb8b6af5
Exact settings and attempt metadata

Patchright

UTC start / finish
2026-09-29T19:39:56.555344+00:00 / 2026-09-29T19:40:00.720514+00:00
Original / final URL
https://www.tiktok.com/@nasa
https://www.tiktok.com/@nasa
Redirects
none
Status / content outcome
HTTP 200; all content checks met. Nonempty checked text.
Latency basis
0.605 s navigation; 2.816 s through DOM capture; 4.165 s total
Sampled process-tree PSS
908.356 MiB sampled peak; 32 samples
Capture
486,901 bytes; Complete serialized UTF-8 DOM
Checked text
276 characters; minimum 150
Required word groups
nasa: matched nasa
followers: matched followers
videos / likes: matched likes
Listing patterns
No additional pattern
Soft-block / gate phrases
No checked soft-block phrase / No checked gate phrase
Private capture inspection
NASA identity, follower and like labels meet the profile checks; the DOM also contains video-tile counts. No video playback, login or interaction tested.
Errors
No navigation, capture or process error
Screenshot
Private viewport PNG SHA-256: bf40405bc7066a17b22c577451f264460e08b4292416594047b4b52eed1a94f6
Capture SHA-256
beb0fbeeb9cfa00787b007149300b2e357a79e409d289cc96af0163d6307d940
Exact settings and attempt metadata

Playwright

UTC start / finish
2026-09-29T22:25:55.146373+00:00 / 2026-09-29T22:25:59.327075+00:00
Original / final URL
https://www.tiktok.com/@nasa
https://www.tiktok.com/@nasa
Redirects
none
Status / content outcome
HTTP 200; all content checks met. Nonempty checked text.
Latency basis
0.909 s navigation; 3.107 s through DOM capture; 4.181 s total
Sampled process-tree PSS
863.091 MiB sampled peak; 33 samples
Capture
572,995 bytes; Complete serialized UTF-8 DOM
Checked text
1,481 characters; minimum 150
Required word groups
nasa: matched nasa
followers: matched followers
videos / likes: matched videos, likes
Listing patterns
No additional pattern
Soft-block / gate phrases
No checked soft-block phrase / No checked gate phrase
Private capture inspection
Complete saved DOM met all unchanged word groups, listing patterns and minimum text. No complete field extraction was verified.
Errors
No navigation, capture or process error
Screenshot
Private viewport PNG SHA-256: 5805a732631d1350870722b2cbe39ba04d06c6aa7e72675e152c1054a93ca252
Capture SHA-256
1978acf998d0989dea3ed70164befe586e43d9a73e1b7b85e12898d828c5d44a
Exact settings and attempt metadata

Scrapling

UTC start / finish
2026-09-29T20:07:09.257166+00:00 / 2026-09-29T20:07:10.058821+00:00
Original / final URL
https://www.tiktok.com/@nasa
https://www.tiktok.com/@nasa
Redirects
none
Status / content outcome
HTTP 200; missing required content. Nonempty checked text.
Latency basis
0.800 s body transfer and selector construction
Sampled process-tree PSS
40.072 MiB sampled peak; 11 samples
Capture
389,904 bytes; Complete client-decompressed HTTP body
Checked text
66 characters; minimum 150
Required word groups
nasa: matched nasa
followers: missing
videos / likes: missing
Listing patterns
No additional pattern
Soft-block / gate phrases
No checked soft-block phrase / No checked gate phrase
Private capture inspection
Source contains NASA identity and numbers but no required follower/like labels, and checked text is below the frozen minimum. No JavaScript/profile hydration or video playback tested.
Errors
No navigation, capture or process error
Screenshot
HTTP mode; no screenshot
Capture SHA-256
9ec3a94f086de2c381dac5bfe9776a35ba32585ec4befb9f5138782ff7d4f209
Exact settings and attempt metadata

Scrapy

UTC start / finish
2026-09-29T22:08:24.122079+00:00 / 2026-09-29T22:08:25.538860+00:00
Original / final URL
https://www.tiktok.com/@nasa
https://www.tiktok.com/@nasa
Redirects
none
Status / content outcome
HTTP 200; missing required content. Nonempty checked text.
Latency basis
0.759 s initial request scheduling through response/errback; 1.417 s worker attempt
Sampled process-tree PSS
62.163 MiB sampled peak; 18 samples
Capture
387,790 bytes; Complete client-decompressed Spider response
Checked text
66 characters; minimum 150
Required word groups
nasa: matched nasa
followers: missing
videos / likes: missing
Listing patterns
No additional pattern
Soft-block / gate phrases
No checked soft-block phrase / No checked gate phrase
Private capture inspection
Saved response was rechecked with unchanged rules: missing required content.
Errors
No navigation, capture or process error
Screenshot
HTTP mode; no screenshot
Capture SHA-256
174f80c0d1dc5f07e76e542e080ec4bb259829a595678d86b334bb88fb3c5cb8
Exact settings and attempt metadata

SeleniumBase

UTC start / finish
2026-09-29T21:28:04.064197+00:00 / 2026-09-29T21:28:09.001391+00:00
Original / final URL
https://www.tiktok.com/@nasa
https://www.tiktok.com/@nasa
Redirects
none
Status / content outcome
HTTP 200; all content checks met. Nonempty checked text.
Latency basis
1.49 s navigation; 3.717 s through DOM capture; 4.937 s total
Sampled process-tree PSS
898.612 MiB sampled peak; 41 samples
Capture
526,756 bytes; Complete serialized UTF-8 DOM
Checked text
1,214 characters; minimum 150
Required word groups
nasa: matched nasa
followers: matched followers
videos / likes: matched videos, likes
Listing patterns
No additional pattern
Soft-block / gate phrases
No checked soft-block phrase / No checked gate phrase
Private capture inspection
Complete saved DOM met all unchanged required word groups, listing patterns and minimum text; not verified field extraction.
Errors
No navigation, capture or process error
Screenshot
Private viewport PNG SHA-256: c3a33a4cbb34beb656d5a9e27c7c02321c968a5a7baee387eb9335bdf33ac720
Capture SHA-256
3d0ce0302c5581fc1a7abc72c2134f63aba355f78f991ffca78febaa2feb283c
Exact settings and attempt metadata

wreq Python

UTC start / finish
2026-09-29T19:15:55.531798+00:00 / 2026-09-29T19:15:56.161974+00:00
Original / final URL
https://www.tiktok.com/@nasa
https://www.tiktok.com/@nasa
Redirects
none
Status / content outcome
HTTP 200; missing required content. Nonempty checked text.
Latency basis
0.630 s HTTP body transfer
Sampled process-tree PSS
Not measured
Capture
389,428 bytes; Original client-decompressed HTTP body
Checked text
66 characters; minimum 150
Required word groups
nasa: matched nasa
followers: missing
videos / likes: missing
Listing patterns
No additional pattern
Soft-block / gate phrases
No checked soft-block phrase / No checked gate phrase
Private capture inspection
Organization name and audience figures present, but required profile labels and text length not met.
Errors
No navigation, capture or process error
Screenshot
HTTP mode; no screenshot
Capture SHA-256
0a16b54debf2b39a750c62ca2c1e7e722e05b8acf6368538ac4c1bfe910daea9
Exact settings and attempt metadata
Link to this twelve-tool target record
11. G2reviewsBotasaurus · HTTP 403http access deniedCamoufox · HTTP 403http access deniedCrawlee · HTTP 403http access deniedcurl_cffi · HTTP 403http access deniedLightpanda · HTTP 403http access deniedPatchright · HTTP 403http access deniedPlaywright · HTTP 403http access deniedPuppeteer · HTTP 403http access deniedScrapling · HTTP 403http access deniedScrapy · HTTP 403http access deniedSeleniumBase · HTTP 403http access deniedwreq Python · HTTP 403http access denied

Required: Asana review listing with review and rating information. https://www.g2.com/products/asana/reviews

Puppeteer

UTC start / finish
2026-09-29T23:06:24.068Z / 2026-09-29T23:06:26.960Z
Original / final URL
https://www.g2.com/products/asana/reviews
https://www.g2.com/products/asana/reviews
Redirects
no http redirect observed
Status / content outcome
HTTP 403; http access denied. No checked text.
Latency basis
0.38776797199999996 s navigation; 2.390 s through DOM capture; 2.8920898630000003 s total
Sampled process-tree PSS
594.342 MiB sampled peak; 23 samples
Capture
2,631 bytes; Complete serialized UTF-8 DOM
Checked text
0 characters; minimum 500
Required word groups
asana: missing
reviews: missing
rating / rated / stars: missing
Listing patterns
No additional pattern
Soft-block / gate phrases
No checked soft-block phrase / No checked gate phrase
Private capture inspection
Saved serialized DOM rechecked offline with unchanged rules: http access denied. This does not prove rendered visibility, complete field extraction or interaction.
Errors
No navigation, capture or process error
Screenshot
Private viewport PNG SHA-256: a8e9d4c40ca6d55cf370d80dd6268330e064a622001f54cd46e7b86f5aed9d21
Capture SHA-256
2f45e004ff2e48269a24eea4e314fd6b4d8bf2aa08336f74cb3ebbac955a06c4
Exact settings and attempt metadata

Botasaurus

UTC start / finish
2026-09-29T21:06:21.284314+00:00 / 2026-09-29T21:06:24.370729+00:00
Original / final URL
https://www.g2.com/products/asana/reviews
https://www.g2.com/products/asana/reviews
Redirects
none
Status / content outcome
HTTP 403; http access denied. No checked text.
Latency basis
0.524 s navigation; 2.528 s through DOM capture; 3.086 s total
Sampled process-tree PSS
643.199 MiB sampled peak; 25 samples
Capture
2,637 bytes; Complete serialized UTF-8 DOM
Checked text
0 characters; minimum 500
Required word groups
asana: missing
reviews: missing
rating / rated / stars: missing
Listing patterns
No additional pattern
Soft-block / gate phrases
No checked soft-block phrase / No checked gate phrase
Private capture inspection
Saved DOM was rechecked against frozen content rules; http access denied.
Errors
No navigation, capture or process error
Screenshot
Private viewport PNG SHA-256: 356ff16ee4b45fe9148136a34f32cac151ebe35ba2b00e51142da78b2905fbb2
Capture SHA-256
22ce5c286164128442a0fdcd25292edf7ae645873ed20c4e8bbaa5c0143d4e9c
Exact settings and attempt metadata

Camoufox

UTC start / finish
2026-09-29T19:54:49.177425+00:00 / 2026-09-29T19:54:56.409611+00:00
Original / final URL
https://www.g2.com/products/asana/reviews
https://www.g2.com/products/asana/reviews
Redirects
none
Status / content outcome
HTTP 403; http access denied. No checked text.
Latency basis
0.521 s navigation; 2.694 s through DOM capture; 7.232 s total
Sampled process-tree PSS
1105.141 MiB sampled peak; 65 samples
Capture
2,563 bytes; Complete serialized UTF-8 DOM
Checked text
0 characters; minimum 500
Required word groups
asana: missing
reviews: missing
rating / rated / stars: missing
Listing patterns
No additional pattern
Soft-block / gate phrases
No checked soft-block phrase / No checked gate phrase
Private capture inspection
HTTP 403 with no checked body text; no Asana review/rating content.
Errors
No navigation, capture or process error
Screenshot
Private viewport PNG SHA-256: 2c4be3d7588a1e59b4a41a99c96271bb83577b74a39e8282a673d35f378b799c
Capture SHA-256
8d479b41ee50184ac61f69aea23c14c144c479c0b13b66ecf45852896332dec2
Exact settings and attempt metadata

Crawlee

UTC start / finish
2026-09-29T22:44:22.034Z / 2026-09-29T22:44:22.478Z
Original / final URL
https://www.g2.com/products/asana/reviews
https://www.g2.com/products/asana/reviews
Redirects
none
Status / content outcome
HTTP 403; http access denied. Nonempty checked text.
Latency basis
0.340 s HTTP navigation, transfer and Cheerio parsing (or error completion)
Sampled process-tree PSS
91.430 MiB sampled peak; 17 samples
Capture
1,707 bytes; Complete client-decompressed HTTP body before Cheerio conversion
Checked text
43 characters; minimum 500
Required word groups
asana: missing
reviews: missing
rating / rated / stars: missing
Listing patterns
No additional pattern
Soft-block / gate phrases
No checked soft-block phrase / No checked gate phrase
Private capture inspection
Saved HTTP body rechecked with unchanged rules: http access denied.
Errors
No navigation, capture or process error
Screenshot
HTTP mode; no browser or screenshot
Capture SHA-256
03ba13818b566e3336079bedb589f84aa2bfd2cf19e78dd59df3596fc62bfae1
Exact settings and attempt metadata

curl_cffi

UTC start / finish
2026-09-29T21:53:22.498164+00:00 / 2026-09-29T21:53:22.629469+00:00
Original / final URL
https://www.g2.com/products/asana/reviews
https://www.g2.com/products/asana/reviews
Redirects
none
Status / content outcome
HTTP 403; http access denied. Nonempty checked text.
Latency basis
0.130 s session.get body transfer; 0.131 s attempt
Sampled process-tree PSS
22.456 MiB sampled peak; 3 samples
Capture
1,707 bytes; Complete client-decompressed HTTP body
Checked text
43 characters; minimum 500
Required word groups
asana: missing
reviews: missing
rating / rated / stars: missing
Listing patterns
No additional pattern
Soft-block / gate phrases
No checked soft-block phrase / No checked gate phrase
Private capture inspection
Original client-decompressed body was rechecked with unchanged rules: http access denied.
Errors
No navigation, capture or process error
Screenshot
HTTP mode; no screenshot
Capture SHA-256
f18ec25ea7ce863a8fa784eb9ee906d0d8c423deed8c863364222d0554137501
Exact settings and attempt metadata

Lightpanda

UTC start / finish
2026-09-29T19:26:04.052641+00:00 / 2026-09-29T19:26:06.690954+00:00
Original / final URL
https://www.g2.com/products/asana/reviews
https://www.g2.com/products/asana/reviews
Redirects
none
Status / content outcome
HTTP 403; http access denied. No checked text.
Latency basis
0.193 s navigation; 2.199 s through DOM capture; 2.638 s total
Sampled process-tree PSS
173.927 MiB sampled peak; 27 samples
Capture
2,558 bytes; Complete serialized UTF-8 DOM
Checked text
0 characters; minimum 500
Required word groups
asana: missing
reviews: missing
rating / rated / stars: missing
Listing patterns
No additional pattern
Soft-block / gate phrases
No checked soft-block phrase / No checked gate phrase
Private capture inspection
HTTP 403; checked body text is empty, not Asana reviews.
Errors
No navigation, capture or process error
Screenshot
No saved screenshot
Capture SHA-256
068093655fb417e0aa7fa3938ac3ef107b23840150b5ee34cedef66833bf8c29
Exact settings and attempt metadata

Patchright

UTC start / finish
2026-09-29T19:40:03.049779+00:00 / 2026-09-29T19:40:06.932970+00:00
Original / final URL
https://www.g2.com/products/asana/reviews
https://www.g2.com/products/asana/reviews
Redirects
none
Status / content outcome
HTTP 403; http access denied. No checked text.
Latency basis
0.516 s navigation; 2.529 s through DOM capture; 3.883 s total
Sampled process-tree PSS
649.393 MiB sampled peak; 30 samples
Capture
2,631 bytes; Complete serialized UTF-8 DOM
Checked text
0 characters; minimum 500
Required word groups
asana: missing
reviews: missing
rating / rated / stars: missing
Listing patterns
No additional pattern
Soft-block / gate phrases
No checked soft-block phrase / No checked gate phrase
Private capture inspection
HTTP 403 with empty checked body text; no Asana review listing.
Errors
No navigation, capture or process error
Screenshot
Private viewport PNG SHA-256: a8e9d4c40ca6d55cf370d80dd6268330e064a622001f54cd46e7b86f5aed9d21
Capture SHA-256
3bb167e34abf0a816ddfbd9419bec05a00b180223071035cf97deebd1a108d64
Exact settings and attempt metadata

Playwright

UTC start / finish
2026-09-29T22:26:01.561760+00:00 / 2026-09-29T22:26:04.568860+00:00
Original / final URL
https://www.g2.com/products/asana/reviews
https://www.g2.com/products/asana/reviews
Redirects
none
Status / content outcome
HTTP 403; http access denied. No checked text.
Latency basis
0.219 s navigation; 2.223 s through DOM capture; 3.007 s total
Sampled process-tree PSS
635.258 MiB sampled peak; 24 samples
Capture
2,631 bytes; Complete serialized UTF-8 DOM
Checked text
0 characters; minimum 500
Required word groups
asana: missing
reviews: missing
rating / rated / stars: missing
Listing patterns
No additional pattern
Soft-block / gate phrases
No checked soft-block phrase / No checked gate phrase
Private capture inspection
Saved DOM rechecked against unchanged rules: http access denied.
Errors
No navigation, capture or process error
Screenshot
Private viewport PNG SHA-256: a8e9d4c40ca6d55cf370d80dd6268330e064a622001f54cd46e7b86f5aed9d21
Capture SHA-256
2992f3d7e57809907d6d961043d59550bafc6ff9b85df0e7997a61e40a1b6eb6
Exact settings and attempt metadata

Scrapling

UTC start / finish
2026-09-29T20:07:12.412973+00:00 / 2026-09-29T20:07:12.573077+00:00
Original / final URL
https://www.g2.com/products/asana/reviews
https://www.g2.com/products/asana/reviews
Redirects
none
Status / content outcome
HTTP 403; http access denied. Nonempty checked text.
Latency basis
0.159 s body transfer and selector construction
Sampled process-tree PSS
37.002 MiB sampled peak; 5 samples
Capture
1,707 bytes; Complete client-decompressed HTTP body
Checked text
43 characters; minimum 500
Required word groups
asana: missing
reviews: missing
rating / rated / stars: missing
Listing patterns
No additional pattern
Soft-block / gate phrases
No checked soft-block phrase / No checked gate phrase
Private capture inspection
HTTP 403 JS/ad-blocker prompt, with no Asana reviews or ratings.
Errors
No navigation, capture or process error
Screenshot
HTTP mode; no screenshot
Capture SHA-256
cbff503002f0842c0726df078553738235871322f1c41e13f4b1d4cfeb1e0eb2
Exact settings and attempt metadata

Scrapy

UTC start / finish
2026-09-29T22:08:27.986184+00:00 / 2026-09-29T22:08:28.730893+00:00
Original / final URL
https://www.g2.com/products/asana/reviews
https://www.g2.com/products/asana/reviews
Redirects
none
Status / content outcome
HTTP 403; http access denied. Nonempty checked text.
Latency basis
0.143 s initial request scheduling through response/errback; 0.745 s worker attempt
Sampled process-tree PSS
61.534 MiB sampled peak; 12 samples
Capture
1,704 bytes; Complete client-decompressed Spider response
Checked text
43 characters; minimum 500
Required word groups
asana: missing
reviews: missing
rating / rated / stars: missing
Listing patterns
No additional pattern
Soft-block / gate phrases
No checked soft-block phrase / No checked gate phrase
Private capture inspection
Saved response was rechecked with unchanged rules: http access denied.
Errors
No navigation, capture or process error
Screenshot
HTTP mode; no screenshot
Capture SHA-256
ae3d7a5de5d97d8b5523f0b4267f7fb10b726935b09963f4475ba20f5dfefab5
Exact settings and attempt metadata

SeleniumBase

UTC start / finish
2026-09-29T21:28:11.778955+00:00 / 2026-09-29T21:28:15.058841+00:00
Original / final URL
https://www.g2.com/products/asana/reviews
https://www.g2.com/products/asana/reviews
Redirects
none
Status / content outcome
HTTP 403; http access denied. No checked text.
Latency basis
0.405 s navigation; 2.417 s through DOM capture; 3.28 s total
Sampled process-tree PSS
665.534 MiB sampled peak; 30 samples
Capture
2,631 bytes; Complete serialized UTF-8 DOM
Checked text
0 characters; minimum 500
Required word groups
asana: missing
reviews: missing
rating / rated / stars: missing
Listing patterns
No additional pattern
Soft-block / gate phrases
No checked soft-block phrase / No checked gate phrase
Private capture inspection
Saved DOM was rechecked against frozen content rules; http access denied.
Errors
No navigation, capture or process error
Screenshot
Private viewport PNG SHA-256: 92eb5ef0bb5413e8cb47626ac88fecf5da1b5874b415a4b44fbdd407d52a4c2c
Capture SHA-256
a5fc1d4497bd9cb56fdc8c9a71cdbfca86b817aad4b7a0d31def840b58e8a729
Exact settings and attempt metadata

wreq Python

UTC start / finish
2026-09-29T19:15:58.171809+00:00 / 2026-09-29T19:15:58.406683+00:00
Original / final URL
https://www.g2.com/products/asana/reviews
https://www.g2.com/products/asana/reviews
Redirects
none
Status / content outcome
HTTP 403; http access denied. Nonempty checked text.
Latency basis
0.235 s HTTP body transfer
Sampled process-tree PSS
Not measured
Capture
1,707 bytes; Original client-decompressed HTTP body
Checked text
43 characters; minimum 500
Required word groups
asana: missing
reviews: missing
rating / rated / stars: missing
Listing patterns
No additional pattern
Soft-block / gate phrases
No checked soft-block phrase / No checked gate phrase
Private capture inspection
Denied page asks for JavaScript; no reviews fetched.
Errors
No navigation, capture or process error
Screenshot
HTTP mode; no screenshot
Capture SHA-256
3f9f77cb986b44a058274cbb952fffe658bbe187f98472d042ff906e297aad29
Exact settings and attempt metadata
Link to this twelve-tool target record
12. TrustpilotreviewsBotasaurus · HTTP 200usableCamoufox · HTTP 403http access deniedCrawlee · HTTP 403http access deniedcurl_cffi · HTTP 403http access deniedLightpanda · HTTP 200usablePatchright · HTTP 200usablePlaywright · HTTP 200usablePuppeteer · HTTP 200usableScrapling · HTTP 403http access deniedScrapy · HTTP 403http access deniedSeleniumBase · HTTP 200usablewreq Python · HTTP 403http access denied

Required: Amazon company review listing with ratings. https://www.trustpilot.com/review/www.amazon.com

Puppeteer

UTC start / finish
2026-09-29T23:06:29.165Z / 2026-09-29T23:06:32.333Z
Original / final URL
https://www.trustpilot.com/review/www.amazon.com
https://www.trustpilot.com/review/www.amazon.com
Redirects
no http redirect observed
Status / content outcome
HTTP 200; all content checks met. Nonempty checked text.
Latency basis
0.48685541899999996 s navigation; 2.598 s through DOM capture; 3.1683191930000003 s total
Sampled process-tree PSS
593.353 MiB sampled peak; 26 samples
Capture
826,502 bytes; Complete serialized UTF-8 DOM
Checked text
17,766 characters; minimum 500
Required word groups
amazon: matched amazon
reviews: matched reviews
trustscore / rating / rated: matched trustscore, rating, rated
Listing patterns
No additional pattern
Soft-block / gate phrases
No checked soft-block phrase / No checked gate phrase
Private capture inspection
Saved serialized DOM rechecked offline with unchanged rules: usable. This does not prove rendered visibility, complete field extraction or interaction.
Errors
No navigation, capture or process error
Screenshot
Private viewport PNG SHA-256: d0e91adcb2b633da469ffecb4044289d7bed4e0abb13234e90251bb7e5e10f3c
Capture SHA-256
99f0da939e0d28f4bd19b4301a9eeff96515883818219d38a3631848d983832a
Exact settings and attempt metadata

Botasaurus

UTC start / finish
2026-09-29T21:06:26.995685+00:00 / 2026-09-29T21:06:30.739973+00:00
Original / final URL
https://www.trustpilot.com/review/www.amazon.com
https://www.trustpilot.com/review/www.amazon.com
Redirects
none
Status / content outcome
HTTP 200; all content checks met. Nonempty checked text.
Latency basis
0.477 s navigation; 3.040 s through DOM capture; 3.744 s total
Sampled process-tree PSS
710.328 MiB sampled peak; 30 samples
Capture
899,819 bytes; Complete serialized UTF-8 DOM
Checked text
19,617 characters; minimum 500
Required word groups
amazon: matched amazon
reviews: matched reviews
trustscore / rating / rated: matched trustscore, rating, rated
Listing patterns
No additional pattern
Soft-block / gate phrases
No checked soft-block phrase / No checked gate phrase
Private capture inspection
Complete saved DOM met all unchanged required word groups, listing patterns and minimum text; not verified field extraction.
Errors
No navigation, capture or process error
Screenshot
Private viewport PNG SHA-256: 90314e79be93ee08c039a981a141ea1dec9e12ea9eaca5754ce464f9c4661edc
Capture SHA-256
5d3b5af0b2b046079f90867373a0dbaf3a6ddd0f4bd3159632687d475e195774
Exact settings and attempt metadata

Camoufox

UTC start / finish
2026-09-29T19:54:59.130449+00:00 / 2026-09-29T19:55:05.046348+00:00
Original / final URL
https://www.trustpilot.com/review/www.amazon.com
https://www.trustpilot.com/review/www.amazon.com
Redirects
none
Status / content outcome
HTTP 403; http access denied. Nonempty checked text.
Latency basis
0.981 s navigation; 2.988 s through DOM capture; 5.916 s total
Sampled process-tree PSS
927.868 MiB sampled peak; 55 samples
Capture
1,061 bytes; Complete serialized UTF-8 DOM
Checked text
164 characters; minimum 500
Required word groups
amazon: missing
reviews: missing
trustscore / rating / rated: missing
Listing patterns
No additional pattern
Soft-block / gate phrases
No checked soft-block phrase / No checked gate phrase
Private capture inspection
At DOM capture, HTTP 403 verification content has no Amazon reviews or rating; the later private screenshot says verified/redirecting but still shows no review listing. Screenshot timing differs from DOM measurement. Patchright earlier passed. No verification click, application retry or causal claim.
Errors
No navigation, capture or process error
Screenshot
Private viewport PNG SHA-256: fbd5e38d61cd54607d0e4b5fd4dc74a5cc2a4906188fac89c11ca9ea01f465f7
Capture SHA-256
410d6a00e13e27753f5750879d8aaf498a745d79d583768001020120a51f6f04
Exact settings and attempt metadata

Crawlee

UTC start / finish
2026-09-29T22:44:25.798Z / 2026-09-29T22:44:26.204Z
Original / final URL
https://www.trustpilot.com/review/www.amazon.com
https://www.trustpilot.com/review/www.amazon.com
Redirects
none
Status / content outcome
HTTP 403; http access denied. Nonempty checked text.
Latency basis
0.309 s HTTP navigation, transfer and Cheerio parsing (or error completion)
Sampled process-tree PSS
92.598 MiB sampled peak; 16 samples
Capture
991 bytes; Complete client-decompressed HTTP body before Cheerio conversion
Checked text
164 characters; minimum 500
Required word groups
amazon: missing
reviews: missing
trustscore / rating / rated: missing
Listing patterns
No additional pattern
Soft-block / gate phrases
No checked soft-block phrase / No checked gate phrase
Private capture inspection
Saved HTTP body rechecked with unchanged rules: http access denied.
Errors
No navigation, capture or process error
Screenshot
HTTP mode; no browser or screenshot
Capture SHA-256
92d97ed45d6cc267c657b864c4deee1c2d896cda361adc660bc16538a75700f2
Exact settings and attempt metadata

curl_cffi

UTC start / finish
2026-09-29T21:53:24.810332+00:00 / 2026-09-29T21:53:24.873724+00:00
Original / final URL
https://www.trustpilot.com/review/www.amazon.com
https://www.trustpilot.com/review/www.amazon.com
Redirects
none
Status / content outcome
HTTP 403; http access denied. Nonempty checked text.
Latency basis
0.062 s session.get body transfer; 0.063 s attempt
Sampled process-tree PSS
18.275 MiB sampled peak; 2 samples
Capture
991 bytes; Complete client-decompressed HTTP body
Checked text
164 characters; minimum 500
Required word groups
amazon: missing
reviews: missing
trustscore / rating / rated: missing
Listing patterns
No additional pattern
Soft-block / gate phrases
No checked soft-block phrase / No checked gate phrase
Private capture inspection
Original client-decompressed body was rechecked with unchanged rules: http access denied.
Errors
No navigation, capture or process error
Screenshot
HTTP mode; no screenshot
Capture SHA-256
92d97ed45d6cc267c657b864c4deee1c2d896cda361adc660bc16538a75700f2
Exact settings and attempt metadata

Lightpanda

UTC start / finish
2026-09-29T19:26:08.869159+00:00 / 2026-09-29T19:26:11.913122+00:00
Original / final URL
https://www.trustpilot.com/review/www.amazon.com
https://www.trustpilot.com/review/www.amazon.com
Redirects
none
Status / content outcome
HTTP 200; all content checks met. Nonempty checked text.
Latency basis
0.524 s navigation; 2.598 s through DOM capture; 3.044 s total
Sampled process-tree PSS
265.103 MiB sampled peak; 31 samples
Capture
899,468 bytes; Complete serialized UTF-8 DOM
Checked text
20,510 characters; minimum 500
Required word groups
amazon: matched amazon
reviews: matched reviews
trustscore / rating / rated: matched trustscore, rating, rated
Listing patterns
No additional pattern
Soft-block / gate phrases
No checked soft-block phrase / No checked gate phrase
Private capture inspection
Amazon review/rating text is present and meets the preset checks; no exhaustive review extraction claimed.
Errors
No navigation, capture or process error
Screenshot
No saved screenshot
Capture SHA-256
6c6dcd7fa9cf7e3e47391aec63c01b38373126a37715f7a73d60f62101fbdb11
Exact settings and attempt metadata

Patchright

UTC start / finish
2026-09-29T19:40:09.202167+00:00 / 2026-09-29T19:40:13.400983+00:00
Original / final URL
https://www.trustpilot.com/review/www.amazon.com
https://www.trustpilot.com/review/www.amazon.com
Redirects
none
Status / content outcome
HTTP 200; all content checks met. Nonempty checked text.
Latency basis
0.577 s navigation; 2.880 s through DOM capture; 4.199 s total
Sampled process-tree PSS
698.214 MiB sampled peak; 33 samples
Capture
748,804 bytes; Complete serialized UTF-8 DOM
Checked text
19,234 characters; minimum 500
Required word groups
amazon: matched amazon
reviews: matched reviews
trustscore / rating / rated: matched trustscore, rating, rated
Listing patterns
No additional pattern
Soft-block / gate phrases
No checked soft-block phrase / No checked gate phrase
Private capture inspection
Amazon review/rating text meets the preset checks; no exhaustive review extraction claimed.
Errors
No navigation, capture or process error
Screenshot
Private viewport PNG SHA-256: a56aaf684a59ec423d1556f27aed58d4210a54bb8f92bdc94c669eb79c788ace
Capture SHA-256
04d2de24498e182fc33a2944822dafb01011a7dcdf8abf17cdac41f2c50dd543
Exact settings and attempt metadata

Playwright

UTC start / finish
2026-09-29T22:26:06.723453+00:00 / 2026-09-29T22:26:10.090399+00:00
Original / final URL
https://www.trustpilot.com/review/www.amazon.com
https://www.trustpilot.com/review/www.amazon.com
Redirects
none
Status / content outcome
HTTP 200; all content checks met. Nonempty checked text.
Latency basis
0.497 s navigation; 2.575 s through DOM capture; 3.367 s total
Sampled process-tree PSS
688.318 MiB sampled peak; 28 samples
Capture
897,535 bytes; Complete serialized UTF-8 DOM
Checked text
18,990 characters; minimum 500
Required word groups
amazon: matched amazon
reviews: matched reviews
trustscore / rating / rated: matched trustscore, rating, rated
Listing patterns
No additional pattern
Soft-block / gate phrases
No checked soft-block phrase / No checked gate phrase
Private capture inspection
Complete saved DOM met all unchanged word groups, listing patterns and minimum text. No complete field extraction was verified.
Errors
No navigation, capture or process error
Screenshot
Private viewport PNG SHA-256: 9cdd81afbfbde1fde5ed39efe636a7c7ca6b727f107513a4784136e3c4266dbd
Capture SHA-256
6b6bfce6f65e5b15dd7a03deaea8d18887311a125ad1d3c919f4d47860053ec8
Exact settings and attempt metadata

Scrapling

UTC start / finish
2026-09-29T20:07:14.894226+00:00 / 2026-09-29T20:07:14.979445+00:00
Original / final URL
https://www.trustpilot.com/review/www.amazon.com
https://www.trustpilot.com/review/www.amazon.com
Redirects
none
Status / content outcome
HTTP 403; http access denied. Nonempty checked text.
Latency basis
0.085 s body transfer and selector construction
Sampled process-tree PSS
36.807 MiB sampled peak; 4 samples
Capture
991 bytes; Complete client-decompressed HTTP body
Checked text
164 characters; minimum 500
Required word groups
amazon: missing
reviews: missing
trustscore / rating / rated: missing
Listing patterns
No additional pattern
Soft-block / gate phrases
No checked soft-block phrase / No checked gate phrase
Private capture inspection
HTTP 403 verification content without Amazon reviews or rating; no verification action or retry. Patchright/Lightpanda earlier passed, but this does not identify a cause.
Errors
No navigation, capture or process error
Screenshot
HTTP mode; no screenshot
Capture SHA-256
92d97ed45d6cc267c657b864c4deee1c2d896cda361adc660bc16538a75700f2
Exact settings and attempt metadata

Scrapy

UTC start / finish
2026-09-29T22:08:31.186656+00:00 / 2026-09-29T22:08:31.868956+00:00
Original / final URL
https://www.trustpilot.com/review/www.amazon.com
https://www.trustpilot.com/review/www.amazon.com
Redirects
none
Status / content outcome
HTTP 403; http access denied. Nonempty checked text.
Latency basis
0.084 s initial request scheduling through response/errback; 0.682 s worker attempt
Sampled process-tree PSS
61.297 MiB sampled peak; 11 samples
Capture
991 bytes; Complete client-decompressed Spider response
Checked text
164 characters; minimum 500
Required word groups
amazon: missing
reviews: missing
trustscore / rating / rated: missing
Listing patterns
No additional pattern
Soft-block / gate phrases
No checked soft-block phrase / No checked gate phrase
Private capture inspection
Saved response was rechecked with unchanged rules: http access denied.
Errors
No navigation, capture or process error
Screenshot
HTTP mode; no screenshot
Capture SHA-256
92d97ed45d6cc267c657b864c4deee1c2d896cda361adc660bc16538a75700f2
Exact settings and attempt metadata

SeleniumBase

UTC start / finish
2026-09-29T21:28:17.765999+00:00 / 2026-09-29T21:28:21.666626+00:00
Original / final URL
https://www.trustpilot.com/review/www.amazon.com
https://www.trustpilot.com/review/www.amazon.com
Redirects
none
Status / content outcome
HTTP 200; all content checks met. Nonempty checked text.
Latency basis
0.46 s navigation; 2.808 s through DOM capture; 3.901 s total
Sampled process-tree PSS
711.556 MiB sampled peak; 34 samples
Capture
900,761 bytes; Complete serialized UTF-8 DOM
Checked text
19,619 characters; minimum 500
Required word groups
amazon: matched amazon
reviews: matched reviews
trustscore / rating / rated: matched trustscore, rating, rated
Listing patterns
No additional pattern
Soft-block / gate phrases
No checked soft-block phrase / No checked gate phrase
Private capture inspection
Complete saved DOM met all unchanged required word groups, listing patterns and minimum text; not verified field extraction.
Errors
No navigation, capture or process error
Screenshot
Private viewport PNG SHA-256: 75a2dd65b3f9b612649c897f4d13b12ff240c3fbb2a16b3038dc220812d49095
Capture SHA-256
3acac3ba4342f4b94dc05b5637ec8ffa4a8dbf2c97100725cc3bd79655d74cd6
Exact settings and attempt metadata

wreq Python

UTC start / finish
2026-09-29T19:16:00.409558+00:00 / 2026-09-29T19:16:00.522546+00:00
Original / final URL
https://www.trustpilot.com/review/www.amazon.com
https://www.trustpilot.com/review/www.amazon.com
Redirects
none
Status / content outcome
HTTP 403; http access denied. Nonempty checked text.
Latency basis
0.113 s HTTP body transfer
Sampled process-tree PSS
Not measured
Capture
991 bytes; Original client-decompressed HTTP body
Checked text
164 characters; minimum 500
Required word groups
amazon: missing
reviews: missing
trustscore / rating / rated: missing
Listing patterns
No additional pattern
Soft-block / gate phrases
No checked soft-block phrase / No checked gate phrase
Private capture inspection
Browser verification page; no review listing.
Errors
No navigation, capture or process error
Screenshot
HTTP mode; no screenshot
Capture SHA-256
92d97ed45d6cc267c657b864c4deee1c2d896cda361adc660bc16538a75700f2
Exact settings and attempt metadata
Link to this twelve-tool target record
13. TripadvisorreviewsBotasaurus · HTTP 403http access deniedCamoufox · HTTP 403http access deniedCrawlee · HTTP 403http access deniedcurl_cffi · HTTP 403http access deniedLightpanda · HTTP 403http access deniedPatchright · HTTP 403http access deniedPlaywright · HTTP 403http access deniedPuppeteer · HTTP 403http access deniedScrapling · HTTP 403http access deniedScrapy · HTTP 403http access deniedSeleniumBase · HTTP 403http access deniedwreq Python · HTTP 403http access denied

Required: Paris restaurant listing with reviews. https://www.tripadvisor.com/Restaurants-g187147-Paris_Ile_de_France.html

Puppeteer

UTC start / finish
2026-09-29T23:06:34.602Z / 2026-09-29T23:06:37.634Z
Original / final URL
https://www.tripadvisor.com/Restaurants-g187147-Paris_Ile_de_France.html
https://www.tripadvisor.com/Restaurants-g187147-Paris_Ile_de_France.html
Redirects
no http redirect observed
Status / content outcome
HTTP 403; http access denied. No checked text.
Latency basis
0.49721783699999994 s navigation; 2.500 s through DOM capture; 3.0309454270000002 s total
Sampled process-tree PSS
458.036 MiB sampled peak; 25 samples
Capture
1,520 bytes; Complete serialized UTF-8 DOM
Checked text
0 characters; minimum 500
Required word groups
paris: missing
restaurants: missing
reviews: missing
Listing patterns
No additional pattern
Soft-block / gate phrases
No checked soft-block phrase / No checked gate phrase
Private capture inspection
Saved serialized DOM rechecked offline with unchanged rules: http access denied. This does not prove rendered visibility, complete field extraction or interaction.
Errors
No navigation, capture or process error
Screenshot
Private viewport PNG SHA-256: 554768132bab1a5890d833158263672038e0ed4af42dfdfbf234a959717d275f
Capture SHA-256
36c3eb1312d70d0397ca09cbc2214ef1de21bd96d25400b0450a6013296245ae
Exact settings and attempt metadata

Botasaurus

UTC start / finish
2026-09-29T21:06:33.276691+00:00 / 2026-09-29T21:06:36.492199+00:00
Original / final URL
https://www.tripadvisor.com/Restaurants-g187147-Paris_Ile_de_France.html
https://www.tripadvisor.com/Restaurants-g187147-Paris_Ile_de_France.html
Redirects
none
Status / content outcome
HTTP 403; http access denied. No checked text.
Latency basis
0.593 s navigation; 2.597 s through DOM capture; 3.216 s total
Sampled process-tree PSS
648.300 MiB sampled peak; 27 samples
Capture
1,538 bytes; Complete serialized UTF-8 DOM
Checked text
0 characters; minimum 500
Required word groups
paris: missing
restaurants: missing
reviews: missing
Listing patterns
No additional pattern
Soft-block / gate phrases
No checked soft-block phrase / No checked gate phrase
Private capture inspection
Saved DOM was rechecked against frozen content rules; http access denied.
Errors
No navigation, capture or process error
Screenshot
Private viewport PNG SHA-256: 6c9d24803671953beaf968a216a80d696890b9adb065c5d1a29f7314c8b986fb
Capture SHA-256
084ad4faa731e5ba4b2e196f60dc96664c5c60bd02ea4599d2955e58b1f17d0a
Exact settings and attempt metadata

Camoufox

UTC start / finish
2026-09-29T19:55:07.769427+00:00 / 2026-09-29T19:55:13.368522+00:00
Original / final URL
https://www.tripadvisor.com/Restaurants-g187147-Paris_Ile_de_France.html
https://www.tripadvisor.com/Restaurants-g187147-Paris_Ile_de_France.html
Redirects
none
Status / content outcome
HTTP 403; http access denied. No checked text.
Latency basis
0.537 s navigation; 2.546 s through DOM capture; 5.599 s total
Sampled process-tree PSS
851.932 MiB sampled peak; 52 samples
Capture
1,520 bytes; Complete serialized UTF-8 DOM
Checked text
0 characters; minimum 500
Required word groups
paris: missing
restaurants: missing
reviews: missing
Listing patterns
No additional pattern
Soft-block / gate phrases
No checked soft-block phrase / No checked gate phrase
Private capture inspection
HTTP 403 with empty checked body text; no Paris restaurant reviews.
Errors
No navigation, capture or process error
Screenshot
Private viewport PNG SHA-256: 2b61bccc743bb9ff3a61805ea6414aa754a6ae3ee6d76a6f88598675e7d5050f
Capture SHA-256
370ef368017cd5a887845a0b2ce456edc4e1bc71daec3722d674200ba98c1861
Exact settings and attempt metadata

Crawlee

UTC start / finish
2026-09-29T22:44:29.439Z / 2026-09-29T22:44:30.007Z
Original / final URL
https://www.tripadvisor.com/Restaurants-g187147-Paris_Ile_de_France.html
https://www.tripadvisor.com/Restaurants-g187147-Paris_Ile_de_France.html
Redirects
none
Status / content outcome
HTTP 403; http access denied. Nonempty checked text.
Latency basis
0.485 s HTTP navigation, transfer and Cheerio parsing (or error completion)
Sampled process-tree PSS
92.762 MiB sampled peak; 18 samples
Capture
775 bytes; Complete client-decompressed HTTP body before Cheerio conversion
Checked text
43 characters; minimum 500
Required word groups
paris: missing
restaurants: missing
reviews: missing
Listing patterns
No additional pattern
Soft-block / gate phrases
No checked soft-block phrase / No checked gate phrase
Private capture inspection
Saved HTTP body rechecked with unchanged rules: http access denied.
Errors
No navigation, capture or process error
Screenshot
HTTP mode; no browser or screenshot
Capture SHA-256
c0f59630cbcf1303fd7312e63f31e26e294b807e848ff9fc3b9884e06b588516
Exact settings and attempt metadata

curl_cffi

UTC start / finish
2026-09-29T21:53:27.126074+00:00 / 2026-09-29T21:53:27.369037+00:00
Original / final URL
https://www.tripadvisor.com/Restaurants-g187147-Paris_Ile_de_France.html
https://www.tripadvisor.com/Restaurants-g187147-Paris_Ile_de_France.html
Redirects
none
Status / content outcome
HTTP 403; http access denied. Nonempty checked text.
Latency basis
0.242 s session.get body transfer; 0.243 s attempt
Sampled process-tree PSS
22.385 MiB sampled peak; 4 samples
Capture
775 bytes; Complete client-decompressed HTTP body
Checked text
43 characters; minimum 500
Required word groups
paris: missing
restaurants: missing
reviews: missing
Listing patterns
No additional pattern
Soft-block / gate phrases
No checked soft-block phrase / No checked gate phrase
Private capture inspection
Original client-decompressed body was rechecked with unchanged rules: http access denied.
Errors
No navigation, capture or process error
Screenshot
HTTP mode; no screenshot
Capture SHA-256
ff034f90296937be869de8c145ded771666787e8c5a14bab204a6764a6a1ceee
Exact settings and attempt metadata

Lightpanda

UTC start / finish
2026-09-29T19:26:14.152247+00:00 / 2026-09-29T19:26:16.842909+00:00
Original / final URL
https://www.tripadvisor.com/Restaurants-g187147-Paris_Ile_de_France.html
https://www.tripadvisor.com/Restaurants-g187147-Paris_Ile_de_France.html
Redirects
none
Status / content outcome
HTTP 403; http access denied. No checked text.
Latency basis
0.277 s navigation; 2.283 s through DOM capture; 2.69 s total
Sampled process-tree PSS
173.901 MiB sampled peak; 28 samples
Capture
1,535 bytes; Complete serialized UTF-8 DOM
Checked text
0 characters; minimum 500
Required word groups
paris: missing
restaurants: missing
reviews: missing
Listing patterns
No additional pattern
Soft-block / gate phrases
No checked soft-block phrase / No checked gate phrase
Private capture inspection
HTTP 403; checked body text is empty rather than Paris attractions.
Errors
No navigation, capture or process error
Screenshot
No saved screenshot
Capture SHA-256
a783909e98b3286b9d6f587ee2c35d753ddd5ec2e58315d61174491af740a5fa
Exact settings and attempt metadata

Patchright

UTC start / finish
2026-09-29T19:40:15.702160+00:00 / 2026-09-29T19:40:18.886299+00:00
Original / final URL
https://www.tripadvisor.com/Restaurants-g187147-Paris_Ile_de_France.html
https://www.tripadvisor.com/Restaurants-g187147-Paris_Ile_de_France.html
Redirects
none
Status / content outcome
HTTP 403; http access denied. No checked text.
Latency basis
0.349 s navigation; 2.358 s through DOM capture; 3.184 s total
Sampled process-tree PSS
648.124 MiB sampled peak; 26 samples
Capture
1,532 bytes; Complete serialized UTF-8 DOM
Checked text
0 characters; minimum 500
Required word groups
paris: missing
restaurants: missing
reviews: missing
Listing patterns
No additional pattern
Soft-block / gate phrases
No checked soft-block phrase / No checked gate phrase
Private capture inspection
HTTP 403 with empty checked body text rather than Paris attractions.
Errors
No navigation, capture or process error
Screenshot
Private viewport PNG SHA-256: 5befc613908b32207f664d580b3cde005cc14e18bd9e078af57fbd8b0082b1f4
Capture SHA-256
5a7a8b789cbbbadf795cd76275d7046452dd8862c7b6c6e11e4088b885daa291
Exact settings and attempt metadata

Playwright

UTC start / finish
2026-09-29T22:26:12.382554+00:00 / 2026-09-29T22:26:15.537908+00:00
Original / final URL
https://www.tripadvisor.com/Restaurants-g187147-Paris_Ile_de_France.html
https://www.tripadvisor.com/Restaurants-g187147-Paris_Ile_de_France.html
Redirects
none
Status / content outcome
HTTP 403; http access denied. No checked text.
Latency basis
0.346 s navigation; 2.352 s through DOM capture; 3.155 s total
Sampled process-tree PSS
646.200 MiB sampled peak; 26 samples
Capture
1,532 bytes; Complete serialized UTF-8 DOM
Checked text
0 characters; minimum 500
Required word groups
paris: missing
restaurants: missing
reviews: missing
Listing patterns
No additional pattern
Soft-block / gate phrases
No checked soft-block phrase / No checked gate phrase
Private capture inspection
Saved DOM rechecked against unchanged rules: http access denied.
Errors
No navigation, capture or process error
Screenshot
Private viewport PNG SHA-256: 5bc85e8356d0ca1db961cdb98e6643a59dbfb71b8662201d78e824457f750a69
Capture SHA-256
a3a68969baf1a9977eb2275f3bad36b5e932587d265d951ba82c6e4a0e98afc4
Exact settings and attempt metadata

Scrapling

UTC start / finish
2026-09-29T20:07:17.294466+00:00 / 2026-09-29T20:07:17.530757+00:00
Original / final URL
https://www.tripadvisor.com/Restaurants-g187147-Paris_Ile_de_France.html
https://www.tripadvisor.com/Restaurants-g187147-Paris_Ile_de_France.html
Redirects
none
Status / content outcome
HTTP 403; http access denied. Nonempty checked text.
Latency basis
0.236 s body transfer and selector construction
Sampled process-tree PSS
36.550 MiB sampled peak; 5 samples
Capture
775 bytes; Complete client-decompressed HTTP body
Checked text
43 characters; minimum 500
Required word groups
paris: missing
restaurants: missing
reviews: missing
Listing patterns
No additional pattern
Soft-block / gate phrases
No checked soft-block phrase / No checked gate phrase
Private capture inspection
HTTP 403 JS/ad-blocker prompt, with no Paris restaurant reviews.
Errors
No navigation, capture or process error
Screenshot
HTTP mode; no screenshot
Capture SHA-256
9b415370f510f939d9a1dc6baf25be7a7e4bbc6e7f3677f6873792ef572b7d9a
Exact settings and attempt metadata

Scrapy

UTC start / finish
2026-09-29T22:08:34.308655+00:00 / 2026-09-29T22:08:35.121314+00:00
Original / final URL
https://www.tripadvisor.com/Restaurants-g187147-Paris_Ile_de_France.html
https://www.tripadvisor.com/Restaurants-g187147-Paris_Ile_de_France.html
Redirects
none
Status / content outcome
HTTP 403; http access denied. Nonempty checked text.
Latency basis
0.208 s initial request scheduling through response/errback; 0.813 s worker attempt
Sampled process-tree PSS
61.332 MiB sampled peak; 12 samples
Capture
775 bytes; Complete client-decompressed Spider response
Checked text
43 characters; minimum 500
Required word groups
paris: missing
restaurants: missing
reviews: missing
Listing patterns
No additional pattern
Soft-block / gate phrases
No checked soft-block phrase / No checked gate phrase
Private capture inspection
Saved response was rechecked with unchanged rules: http access denied.
Errors
No navigation, capture or process error
Screenshot
HTTP mode; no screenshot
Capture SHA-256
93747d2cdce03a16c98e9ebd05e6f2a57312de3f67e3b9469a666e7d00e55eff
Exact settings and attempt metadata

SeleniumBase

UTC start / finish
2026-09-29T21:28:24.476849+00:00 / 2026-09-29T21:28:27.668491+00:00
Original / final URL
https://www.tripadvisor.com/Restaurants-g187147-Paris_Ile_de_France.html
https://www.tripadvisor.com/Restaurants-g187147-Paris_Ile_de_France.html
Redirects
none
Status / content outcome
HTTP 403; http access denied. No checked text.
Latency basis
0.357 s navigation; 2.363 s through DOM capture; 3.192 s total
Sampled process-tree PSS
584.508 MiB sampled peak; 30 samples
Capture
1,520 bytes; Complete serialized UTF-8 DOM
Checked text
0 characters; minimum 500
Required word groups
paris: missing
restaurants: missing
reviews: missing
Listing patterns
No additional pattern
Soft-block / gate phrases
No checked soft-block phrase / No checked gate phrase
Private capture inspection
Saved DOM was rechecked against frozen content rules; http access denied.
Errors
No navigation, capture or process error
Screenshot
Private viewport PNG SHA-256: da5b6e56037bf9f4451fce093663ea6c876710dbda936362d44136827e6d2b3a
Capture SHA-256
8707462e497b1d41ced5a125df7ad8e22a0dd9fa6f493b86fc954de9d3daeeea
Exact settings and attempt metadata

wreq Python

UTC start / finish
2026-09-29T19:16:02.524880+00:00 / 2026-09-29T19:16:02.754586+00:00
Original / final URL
https://www.tripadvisor.com/Restaurants-g187147-Paris_Ile_de_France.html
https://www.tripadvisor.com/Restaurants-g187147-Paris_Ile_de_France.html
Redirects
none
Status / content outcome
HTTP 403; http access denied. Nonempty checked text.
Latency basis
0.230 s HTTP body transfer
Sampled process-tree PSS
Not measured
Capture
778 bytes; Original client-decompressed HTTP body
Checked text
43 characters; minimum 500
Required word groups
paris: missing
restaurants: missing
reviews: missing
Listing patterns
No additional pattern
Soft-block / gate phrases
No checked soft-block phrase / No checked gate phrase
Private capture inspection
Denied page asks for JavaScript; no restaurant reviews fetched.
Errors
No navigation, capture or process error
Screenshot
HTTP mode; no screenshot
Capture SHA-256
2734b33ee2dfec8487b809398b4b9183992c79c682342389a1ec2d68dfc4ed9a
Exact settings and attempt metadata
Link to this twelve-tool target record
14. IndeedjobsBotasaurus · HTTP 200usableCamoufox · HTTP 200usableCrawlee · HTTP 403http access deniedcurl_cffi · HTTP 200usableLightpanda · HTTP 403http access deniedPatchright · HTTP 403http access deniedPlaywright · HTTP 403http access deniedPuppeteer · HTTP 403http access deniedScrapling · HTTP 200usableScrapy · HTTP 403http access deniedSeleniumBase · HTTP 403http access deniedwreq Python · HTTP 403http access denied

Required: Remote Python job listings. https://www.indeed.com/jobs?q=python&l=Remote

Puppeteer

UTC start / finish
2026-09-29T23:06:39.864Z / 2026-09-29T23:06:42.524Z
Original / final URL
https://www.indeed.com/jobs?q=python&l=Remote
https://www.indeed.com/jobs?q=python&l=Remote
Redirects
no http redirect observed
Status / content outcome
HTTP 403; http access denied. Nonempty checked text.
Latency basis
0.148449607 s navigation; 2.153 s through DOM capture; 2.660144468 s total
Sampled process-tree PSS
466.715 MiB sampled peak; 22 samples
Capture
35,960 bytes; Complete serialized UTF-8 DOM
Checked text
450 characters; minimum 500
Required word groups
python: missing
remote: missing
jobs: matched jobs
Listing patterns
\b(?:developer|engineer|programmer)\b: 0 matches; needs 3
Soft-block / gate phrases
No checked soft-block phrase / No checked gate phrase
Private capture inspection
Saved serialized DOM rechecked offline with unchanged rules: http access denied. This does not prove rendered visibility, complete field extraction or interaction.
Errors
No navigation, capture or process error
Screenshot
Private viewport PNG SHA-256: d7b681598a7042dc8201efdc4a5dad81284028466dd2b2be465cc7db811c683e
Capture SHA-256
8dc3e5ecf93940085e9e85c2d48830b6c8f48abfaa44369e723ed4fd1f6d6647
Exact settings and attempt metadata

Botasaurus

UTC start / finish
2026-09-29T21:06:39.091044+00:00 / 2026-09-29T21:06:43.893563+00:00
Original / final URL
https://www.indeed.com/jobs?q=python&l=Remote
https://www.indeed.com/jobs?q=python&l=Remote&vjk=4e0a7e7dad80c0e2
Redirects
final url changed history unavailable
Status / content outcome
HTTP 200; all content checks met. Nonempty checked text.
Latency basis
1.426 s navigation; 4.203 s through DOM capture; 4.803 s total
Sampled process-tree PSS
804.074 MiB sampled peak; 37 samples
Capture
1,563,541 bytes; Complete serialized UTF-8 DOM
Checked text
17,168 characters; minimum 500
Required word groups
python: matched python
remote: matched remote
jobs: matched jobs
Listing patterns
\b(?:developer|engineer|programmer)\b: 83 matches; needs 3
Soft-block / gate phrases
No checked soft-block phrase / No checked gate phrase
Private capture inspection
Complete saved DOM met all unchanged required word groups, listing patterns and minimum text; not verified field extraction.
Errors
No navigation, capture or process error
Screenshot
Private viewport PNG SHA-256: c922ae467b2f3374760089a0ec84a7be8e0168f9fb950c37463137c4cd9f9709
Capture SHA-256
38e220a0e10e9c71a9c874a274fc5cb59a4564fab36d666fcdf1b53c11d44d2a
Exact settings and attempt metadata

Camoufox

UTC start / finish
2026-09-29T19:55:16.115534+00:00 / 2026-09-29T19:55:28.949731+00:00
Original / final URL
https://www.indeed.com/jobs?q=python&l=Remote
https://www.indeed.com/jobs?q=python&l=Remote
Redirects
none
Status / content outcome
HTTP 200; all content checks met. Nonempty checked text.
Latency basis
5.19 s navigation; 9.672 s through DOM capture; 12.834 s total
Sampled process-tree PSS
941.328 MiB sampled peak; 108 samples
Capture
1,510,679 bytes; Complete serialized UTF-8 DOM
Checked text
16,710 characters; minimum 500
Required word groups
python: matched python
remote: matched remote
jobs: matched jobs
Listing patterns
\b(?:developer|engineer|programmer)\b: 78 matches; needs 3
Soft-block / gate phrases
No checked soft-block phrase / No checked gate phrase
Private capture inspection
DOM and private screenshot show Python remote job titles, employer and job details meeting the fixed checks. Patchright earlier returned HTTP 403; this time/engine/resource split does not establish a cause.
Errors
No navigation, capture or process error
Screenshot
Private viewport PNG SHA-256: 63e472e4eba029ffecc389c19b920cf6c41849da0ad70aacbc88eec2cca115ce
Capture SHA-256
6ce67f655a87e64e572963e6a6a022dbae3377b8f3fadc7e32891a5d14aa1cd6
Exact settings and attempt metadata

Crawlee

UTC start / finish
2026-09-29T22:44:33.300Z / 2026-09-29T22:44:33.728Z
Original / final URL
https://www.indeed.com/jobs?q=python&l=Remote
https://www.indeed.com/jobs?q=python&l=Remote
Redirects
none
Status / content outcome
HTTP 403; http access denied. Nonempty checked text.
Latency basis
0.333 s HTTP navigation, transfer and Cheerio parsing (or error completion)
Sampled process-tree PSS
97.426 MiB sampled peak; 16 samples
Capture
28,062 bytes; Complete client-decompressed HTTP body before Cheerio conversion
Checked text
27 characters; minimum 500
Required word groups
python: missing
remote: missing
jobs: missing
Listing patterns
\b(?:developer|engineer|programmer)\b: 0 matches; needs 3
Soft-block / gate phrases
No checked soft-block phrase / No checked gate phrase
Private capture inspection
Saved HTTP body rechecked with unchanged rules: http access denied.
Errors
No navigation, capture or process error
Screenshot
HTTP mode; no browser or screenshot
Capture SHA-256
98958a08a647d6ae42d9cd61e51e3f0f04446979c391eea92c802cd2efe7378e
Exact settings and attempt metadata

curl_cffi

UTC start / finish
2026-09-29T21:53:29.529018+00:00 / 2026-09-29T21:53:30.607001+00:00
Original / final URL
https://www.indeed.com/jobs?q=python&l=Remote
https://www.indeed.com/jobs?q=python&l=Remote
Redirects
none
Status / content outcome
HTTP 200; all content checks met. Nonempty checked text.
Latency basis
1.073 s session.get body transfer; 1.078 s attempt
Sampled process-tree PSS
31.209 MiB sampled peak; 13 samples
Capture
1,581,985 bytes; Complete client-decompressed HTTP body
Checked text
17,076 characters; minimum 500
Required word groups
python: matched python
remote: matched remote
jobs: matched jobs
Listing patterns
\b(?:developer|engineer|programmer)\b: 88 matches; needs 3
Soft-block / gate phrases
No checked soft-block phrase / No checked gate phrase
Private capture inspection
Complete client-decompressed HTTP body met all unchanged word groups, listing patterns and minimum text. No JavaScript, rendered visibility or complete field extraction was verified.
Errors
No navigation, capture or process error
Screenshot
HTTP mode; no screenshot
Capture SHA-256
cd432d9e0732eac8016cf92268c2ae0dcd4b18407c23748a0a331925a1d34275
Exact settings and attempt metadata

Lightpanda

UTC start / finish
2026-09-29T19:26:19.063025+00:00 / 2026-09-29T19:26:21.553968+00:00
Original / final URL
https://www.indeed.com/jobs?q=python&l=Remote
https://www.indeed.com/jobs?q=python&l=Remote
Redirects
none
Status / content outcome
HTTP 403; http access denied. Nonempty checked text.
Latency basis
0.041 s navigation; 2.048 s through DOM capture; 2.491 s total
Sampled process-tree PSS
189.087 MiB sampled peak; 25 samples
Capture
38,358 bytes; Complete serialized UTF-8 DOM
Checked text
355 characters; minimum 500
Required word groups
python: missing
remote: missing
jobs: matched jobs
Listing patterns
\b(?:developer|engineer|programmer)\b: 0 matches; needs 3
Soft-block / gate phrases
additional verification required / No checked gate phrase
Private capture inspection
HTTP 403 additional-verification page; no job listing.
Errors
No navigation, capture or process error
Screenshot
No saved screenshot
Capture SHA-256
5e53ff7487f078b2918931ac37e82254bbe4a55ba98580f9d433f38dd51a01b7
Exact settings and attempt metadata

Patchright

UTC start / finish
2026-09-29T19:40:21.109942+00:00 / 2026-09-29T19:40:24.014121+00:00
Original / final URL
https://www.indeed.com/jobs?q=python&l=Remote
https://www.indeed.com/jobs?q=python&l=Remote
Redirects
none
Status / content outcome
HTTP 403; http access denied. Nonempty checked text.
Latency basis
0.093 s navigation; 2.103 s through DOM capture; 2.904 s total
Sampled process-tree PSS
562.441 MiB sampled peak; 24 samples
Capture
35,960 bytes; Complete serialized UTF-8 DOM
Checked text
450 characters; minimum 500
Required word groups
python: missing
remote: missing
jobs: matched jobs
Listing patterns
\b(?:developer|engineer|programmer)\b: 0 matches; needs 3
Soft-block / gate phrases
No checked soft-block phrase / No checked gate phrase
Private capture inspection
HTTP 403 request-blocked page, with no job listing.
Errors
No navigation, capture or process error
Screenshot
Private viewport PNG SHA-256: f5b1dea6c57585fefe8232fe6b4b1d999a43682510a8c5871ab0a34928ffbb4a
Capture SHA-256
e8de130e4f7638caeea627e3b523e13c15e3367f257dbd3a01fa9510f7725c7f
Exact settings and attempt metadata

Playwright

UTC start / finish
2026-09-29T22:26:17.767567+00:00 / 2026-09-29T22:26:20.656965+00:00
Original / final URL
https://www.indeed.com/jobs?q=python&l=Remote
https://www.indeed.com/jobs?q=python&l=Remote
Redirects
none
Status / content outcome
HTTP 403; http access denied. Nonempty checked text.
Latency basis
0.115 s navigation; 2.125 s through DOM capture; 2.889 s total
Sampled process-tree PSS
557.709 MiB sampled peak; 25 samples
Capture
35,960 bytes; Complete serialized UTF-8 DOM
Checked text
450 characters; minimum 500
Required word groups
python: missing
remote: missing
jobs: matched jobs
Listing patterns
\b(?:developer|engineer|programmer)\b: 0 matches; needs 3
Soft-block / gate phrases
No checked soft-block phrase / No checked gate phrase
Private capture inspection
Saved DOM rechecked against unchanged rules: http access denied.
Errors
No navigation, capture or process error
Screenshot
Private viewport PNG SHA-256: f32b1b0450a1a2349242735e9b005393bd710654a9db62dfe52c2acedad8c842
Capture SHA-256
bfc72a3dc6b6ca0cc48a53e59f3a4b8798f545468a9ef4218ee4a6768ed171e2
Exact settings and attempt metadata

Scrapling

UTC start / finish
2026-09-29T20:07:19.825364+00:00 / 2026-09-29T20:07:21.128689+00:00
Original / final URL
https://www.indeed.com/jobs?q=python&l=Remote
https://www.indeed.com/jobs?q=python&l=Remote
Redirects
none
Status / content outcome
HTTP 200; all content checks met. Nonempty checked text.
Latency basis
1.300 s body transfer and selector construction
Sampled process-tree PSS
49.743 MiB sampled peak; 16 samples
Capture
1,637,081 bytes; Complete client-decompressed HTTP body
Checked text
17,678 characters; minimum 500
Required word groups
python: matched python
remote: matched remote
jobs: matched jobs
Listing patterns
\b(?:developer|engineer|programmer)\b: 87 matches; needs 3
Soft-block / gate phrases
No checked soft-block phrase / No checked gate phrase
Private capture inspection
HTTP 200 source contains Python remote job listings and employer/details text meeting the fixed checks, as in Camoufox. Earlier Patchright returned HTTP 403; no causal claim or application action.
Errors
No navigation, capture or process error
Screenshot
HTTP mode; no screenshot
Capture SHA-256
f241301c82e397eae2dd390ae10665db7f2b63e0bfba6428fd7f36361246693d
Exact settings and attempt metadata

Scrapy

UTC start / finish
2026-09-29T22:08:37.538956+00:00 / 2026-09-29T22:08:38.270251+00:00
Original / final URL
https://www.indeed.com/jobs?q=python&l=Remote
https://www.indeed.com/jobs?q=python&l=Remote
Redirects
none
Status / content outcome
HTTP 403; http access denied. Nonempty checked text.
Latency basis
0.128 s initial request scheduling through response/errback; 0.731 s worker attempt
Sampled process-tree PSS
62.134 MiB sampled peak; 11 samples
Capture
25,740 bytes; Complete client-decompressed Spider response
Checked text
20 characters; minimum 500
Required word groups
python: missing
remote: missing
jobs: missing
Listing patterns
\b(?:developer|engineer|programmer)\b: 0 matches; needs 3
Soft-block / gate phrases
No checked soft-block phrase / No checked gate phrase
Private capture inspection
Saved response was rechecked with unchanged rules: http access denied.
Errors
No navigation, capture or process error
Screenshot
HTTP mode; no screenshot
Capture SHA-256
ec78a4a26f57120b0ddeb86b3d997c39d79f1cfff8b654352c0d2ffa38c98420
Exact settings and attempt metadata

SeleniumBase

UTC start / finish
2026-09-29T21:28:30.420196+00:00 / 2026-09-29T21:28:33.512162+00:00
Original / final URL
https://www.indeed.com/jobs?q=python&l=Remote
https://www.indeed.com/jobs?q=python&l=Remote
Redirects
none
Status / content outcome
HTTP 403; http access denied. Nonempty checked text.
Latency basis
0.214 s navigation; 2.225 s through DOM capture; 3.092 s total
Sampled process-tree PSS
568.232 MiB sampled peak; 29 samples
Capture
35,945 bytes; Complete serialized UTF-8 DOM
Checked text
450 characters; minimum 500
Required word groups
python: missing
remote: missing
jobs: matched jobs
Listing patterns
\b(?:developer|engineer|programmer)\b: 0 matches; needs 3
Soft-block / gate phrases
No checked soft-block phrase / No checked gate phrase
Private capture inspection
Saved DOM was rechecked against frozen content rules; http access denied.
Errors
No navigation, capture or process error
Screenshot
Private viewport PNG SHA-256: fbb8fb09306b48bda4abf0695545ee3d284b04cc4c12c86d8042f5a9b0888a0a
Capture SHA-256
e6e6efdd7bb185af8b40a84f029a3b507823ea95082c701f05f2a2c500d29fb7
Exact settings and attempt metadata

wreq Python

UTC start / finish
2026-09-29T19:16:04.756813+00:00 / 2026-09-29T19:16:04.799630+00:00
Original / final URL
https://www.indeed.com/jobs?q=python&l=Remote
https://www.indeed.com/jobs?q=python&l=Remote
Redirects
none
Status / content outcome
HTTP 403; http access denied. Nonempty checked text.
Latency basis
0.043 s HTTP body transfer
Sampled process-tree PSS
Not measured
Capture
28,083 bytes; Original client-decompressed HTTP body
Checked text
27 characters; minimum 500
Required word groups
python: missing
remote: missing
jobs: missing
Listing patterns
\b(?:developer|engineer|programmer)\b: 0 matches; needs 3
Soft-block / gate phrases
No checked soft-block phrase / No checked gate phrase
Private capture inspection
Security check response; no job listing.
Errors
No navigation, capture or process error
Screenshot
HTTP mode; no screenshot
Capture SHA-256
e2226cfe7db4df4c0ef8db6c7fc9e3e56214c56ceb59750df0ab4aea1cc3fb25
Exact settings and attempt metadata
Link to this twelve-tool target record
15. Remote OKjobsBotasaurus · HTTP 200usableCamoufox · HTTP 200usableCrawlee · HTTP 200missing required contentcurl_cffi · HTTP 200missing required contentLightpanda · HTTP 200missing required contentPatchright · HTTP 200usablePlaywright · HTTP 200usablePuppeteer · HTTP 200usableScrapling · HTTP 200missing required contentScrapy · HTTP 302redirect limit or loopSeleniumBase · HTTP 200usablewreq Python · HTTP 200missing required content

Required: Remote developer job listings. https://remoteok.com/remote-dev-jobs

Puppeteer

UTC start / finish
2026-09-29T23:06:44.705Z / 2026-09-29T23:06:48.274Z
Original / final URL
https://remoteok.com/remote-dev-jobs
https://remoteok.com/remote-dev-jobs
Redirects
no http redirect observed
Status / content outcome
HTTP 200; all content checks met. Nonempty checked text.
Latency basis
0.928835012 s navigation; 3.010 s through DOM capture; 3.5688266459999998 s total
Sampled process-tree PSS
524.388 MiB sampled peak; 29 samples
Capture
968,748 bytes; Complete serialized UTF-8 DOM
Checked text
214,554 characters; minimum 500
Required word groups
remote: matched remote
developer / engineer: matched developer, engineer
jobs: matched jobs
Listing patterns
\b(?:developer|engineer|programmer)\b: 101 matches; needs 3
Soft-block / gate phrases
No checked soft-block phrase / No checked gate phrase
Private capture inspection
Saved serialized DOM rechecked offline with unchanged rules: usable. This does not prove rendered visibility, complete field extraction or interaction.
Errors
No navigation, capture or process error
Screenshot
Private viewport PNG SHA-256: b2bd7a877b720780b65f067a525e44cdf5e98a2ca376b52f84fea1675c1252da
Capture SHA-256
869a9ea24903c5ba0db314a27a8df6f9f668986caaaf483ff6b7743e0c414f6a
Exact settings and attempt metadata

Botasaurus

UTC start / finish
2026-09-29T21:06:46.505917+00:00 / 2026-09-29T21:06:51.180354+00:00
Original / final URL
https://remoteok.com/remote-dev-jobs
https://remoteok.com/remote-dev-jobs
Redirects
none
Status / content outcome
HTTP 200; all content checks met. Nonempty checked text.
Latency basis
0.976 s navigation; 4.100 s through DOM capture; 4.674 s total
Sampled process-tree PSS
648.095 MiB sampled peak; 37 samples
Capture
969,555 bytes; Complete serialized UTF-8 DOM
Checked text
214,554 characters; minimum 500
Required word groups
remote: matched remote
developer / engineer: matched developer, engineer
jobs: matched jobs
Listing patterns
\b(?:developer|engineer|programmer)\b: 101 matches; needs 3
Soft-block / gate phrases
No checked soft-block phrase / No checked gate phrase
Private capture inspection
Complete saved DOM met all unchanged required word groups, listing patterns and minimum text; not verified field extraction.
Errors
No navigation, capture or process error
Screenshot
Private viewport PNG SHA-256: b407a9e9e935c8b4fef388a49e1232358813ad944b988dc54150269ae3b1d054
Capture SHA-256
7213cce219069b5bf6b1e255a33fa6679db5d076555e8e02c3bc29d47bb5129d
Exact settings and attempt metadata

Camoufox

UTC start / finish
2026-09-29T19:55:31.752165+00:00 / 2026-09-29T19:55:43.843312+00:00
Original / final URL
https://remoteok.com/remote-dev-jobs
https://remoteok.com/remote-dev-jobs
Redirects
none
Status / content outcome
HTTP 200; all content checks met. Nonempty checked text.
Latency basis
3.069 s navigation; 5.233 s through DOM capture; 12.091 s total
Sampled process-tree PSS
962.919 MiB sampled peak; 103 samples
Capture
964,301 bytes; Complete serialized UTF-8 DOM
Checked text
214,415 characters; minimum 500
Required word groups
remote: matched remote
developer / engineer: matched developer, engineer
jobs: matched jobs
Listing patterns
\b(?:developer|engineer|programmer)\b: 101 matches; needs 3
Soft-block / gate phrases
No checked soft-block phrase / No checked gate phrase
Private capture inspection
Developer job listings meet the strict listing patterns, as in Patchright. Earlier Lightpanda and wreq missed required patterns; no validator thresholds changed.
Errors
No navigation, capture or process error
Screenshot
Private viewport PNG SHA-256: 9681af7ec209140c7acdbcbbda495685b8273a901793db7a5f9ee389bed589c2
Capture SHA-256
73afe5aaf29147fbf24bb0f71adb26c3294b4f6f59ae374ba6961f01d2b5fc13
Exact settings and attempt metadata

Crawlee

UTC start / finish
2026-09-29T22:44:36.966Z / 2026-09-29T22:44:37.916Z
Original / final URL
https://remoteok.com/remote-dev-jobs
https://remoteok.com/remote-dev-jobs
Redirects
none
Status / content outcome
HTTP 200; missing required content. Nonempty checked text.
Latency basis
0.860 s HTTP navigation, transfer and Cheerio parsing (or error completion)
Sampled process-tree PSS
96.898 MiB sampled peak; 22 samples
Capture
59,406 bytes; Complete client-decompressed HTTP body before Cheerio conversion
Checked text
5,486 characters; minimum 500
Required word groups
remote: matched remote
developer / engineer: matched developer
jobs: matched jobs
Listing patterns
\b(?:developer|engineer|programmer)\b: 2 matches; needs 3
Soft-block / gate phrases
No checked soft-block phrase / No checked gate phrase
Private capture inspection
Saved HTTP body rechecked with unchanged rules: missing required content.
Errors
No navigation, capture or process error
Screenshot
HTTP mode; no browser or screenshot
Capture SHA-256
8b2571581cb734e2a527317934dce23b0f0b3225efe1d61c998cf40cb86b646b
Exact settings and attempt metadata

curl_cffi

UTC start / finish
2026-09-29T21:53:32.906764+00:00 / 2026-09-29T21:53:33.360630+00:00
Original / final URL
https://remoteok.com/remote-dev-jobs
https://remoteok.com/remote-dev-jobs
Redirects
none
Status / content outcome
HTTP 200; missing required content. Nonempty checked text.
Latency basis
0.452 s session.get body transfer; 0.454 s attempt
Sampled process-tree PSS
23.132 MiB sampled peak; 7 samples
Capture
59,403 bytes; Complete client-decompressed HTTP body
Checked text
5,483 characters; minimum 500
Required word groups
remote: matched remote
developer / engineer: matched developer
jobs: matched jobs
Listing patterns
\b(?:developer|engineer|programmer)\b: 2 matches; needs 3
Soft-block / gate phrases
No checked soft-block phrase / No checked gate phrase
Private capture inspection
Original client-decompressed body was rechecked with unchanged rules: missing required content.
Errors
No navigation, capture or process error
Screenshot
HTTP mode; no screenshot
Capture SHA-256
d77d1ce595517964e9abdc2c077c96931aeb5009da4c31cdc12eac06da7269b7
Exact settings and attempt metadata

Lightpanda

UTC start / finish
2026-09-29T19:26:23.691970+00:00 / 2026-09-29T19:26:26.918668+00:00
Original / final URL
https://remoteok.com/remote-dev-jobs
https://remoteok.com/remote-dev-jobs
Redirects
none
Status / content outcome
HTTP 200; missing required content. Nonempty checked text.
Latency basis
0.799 s navigation; 2.807 s through DOM capture; 3.227 s total
Sampled process-tree PSS
194.808 MiB sampled peak; 33 samples
Capture
67,212 bytes; Complete serialized UTF-8 DOM
Checked text
5,627 characters; minimum 500
Required word groups
remote: matched remote
developer / engineer: matched developer
jobs: matched jobs
Listing patterns
\b(?:developer|engineer|programmer)\b: 2 matches; needs 3
Soft-block / gate phrases
No checked soft-block phrase / No checked gate phrase
Private capture inspection
Site navigation and remote-job text are present, but the frozen listing checks fail. HTTP 200 alone is insufficient.
Errors
No navigation, capture or process error
Screenshot
No saved screenshot
Capture SHA-256
18eea2c96c9059c840390fceec72939b25f60e2756612a103ce1b83a57f62d66
Exact settings and attempt metadata

Patchright

UTC start / finish
2026-09-29T19:40:26.197919+00:00 / 2026-09-29T19:40:30.381878+00:00
Original / final URL
https://remoteok.com/remote-dev-jobs
https://remoteok.com/remote-dev-jobs
Redirects
none
Status / content outcome
HTTP 200; all content checks met. Nonempty checked text.
Latency basis
1.232 s navigation; 3.329 s through DOM capture; 4.184 s total
Sampled process-tree PSS
660.345 MiB sampled peak; 35 samples
Capture
968,888 bytes; Complete serialized UTF-8 DOM
Checked text
214,554 characters; minimum 500
Required word groups
remote: matched remote
developer / engineer: matched developer, engineer
jobs: matched jobs
Listing patterns
\b(?:developer|engineer|programmer)\b: 101 matches; needs 3
Soft-block / gate phrases
No checked soft-block phrase / No checked gate phrase
Private capture inspection
Developer/engineer jobs and listing text meet the frozen checks; the private screenshot shows actual job cards. Both earlier baselines failed these checks; no cause inferred.
Errors
No navigation, capture or process error
Screenshot
Private viewport PNG SHA-256: fb0ad8a4a1e59d3e5589edf1f20ab04687993858fb5b738d9e2513300d9f0c34
Capture SHA-256
22a8d9b331a8a95cb04586c45c3daca5cbce1add42956886bab91ebd9de3c0f4
Exact settings and attempt metadata

Playwright

UTC start / finish
2026-09-29T22:26:22.893795+00:00 / 2026-09-29T22:26:26.626133+00:00
Original / final URL
https://remoteok.com/remote-dev-jobs
https://remoteok.com/remote-dev-jobs
Redirects
none
Status / content outcome
HTTP 200; all content checks met. Nonempty checked text.
Latency basis
0.826 s navigation; 2.920 s through DOM capture; 3.732 s total
Sampled process-tree PSS
644.020 MiB sampled peak; 31 samples
Capture
968,856 bytes; Complete serialized UTF-8 DOM
Checked text
214,554 characters; minimum 500
Required word groups
remote: matched remote
developer / engineer: matched developer, engineer
jobs: matched jobs
Listing patterns
\b(?:developer|engineer|programmer)\b: 101 matches; needs 3
Soft-block / gate phrases
No checked soft-block phrase / No checked gate phrase
Private capture inspection
Complete saved DOM met all unchanged word groups, listing patterns and minimum text. No complete field extraction was verified.
Errors
No navigation, capture or process error
Screenshot
Private viewport PNG SHA-256: f89e545385df315b2fac254feb640c6ad038ac42ffcae16637cacd677a2e39ab
Capture SHA-256
4ec608699d6b7d59f76717f7f7cbd604ecf49d2a61231d1d1146159c470ce7c7
Exact settings and attempt metadata

Scrapling

UTC start / finish
2026-09-29T20:07:23.489960+00:00 / 2026-09-29T20:07:23.870230+00:00
Original / final URL
https://remoteok.com/remote-dev-jobs
https://remoteok.com/remote-dev-jobs
Redirects
none
Status / content outcome
HTTP 200; missing required content. Nonempty checked text.
Latency basis
0.380 s body transfer and selector construction
Sampled process-tree PSS
37.479 MiB sampled peak; 7 samples
Capture
59,406 bytes; Complete client-decompressed HTTP body
Checked text
5,486 characters; minimum 500
Required word groups
remote: matched remote
developer / engineer: matched developer
jobs: matched jobs
Listing patterns
\b(?:developer|engineer|programmer)\b: 2 matches; needs 3
Soft-block / gate phrases
No checked soft-block phrase / No checked gate phrase
Private capture inspection
HTTP 200 shell meets required text groups, but the strict developer/engineer/programmer regex has two matches where three are required. Earlier browser DOMs passed. No threshold change or JS fallback.
Errors
No navigation, capture or process error
Screenshot
HTTP mode; no screenshot
Capture SHA-256
8b2571581cb734e2a527317934dce23b0f0b3225efe1d61c998cf40cb86b646b
Exact settings and attempt metadata

Scrapy

UTC start / finish
2026-09-29T22:08:40.661455+00:00 / 2026-09-29T22:08:41.846995+00:00
Original / final URL
https://remoteok.com/remote-dev-jobs
https://remoteok.com/
Redirects
limit or loop error
HTTP 302: https://remoteok.com/remote-dev-jobs → https://remoteok.com/
HTTP 302: https://remoteok.com/ → https://remoteok.com/
HTTP 302: https://remoteok.com/ → https://remoteok.com/
Status / content outcome
HTTP 302; redirect limit or loop. No checked text.
Latency basis
0.610 s initial request scheduling through response/errback; 1.186 s worker attempt
Sampled process-tree PSS
61.301 MiB sampled peak; 16 samples
Capture
0 bytes; Last early HTTP body; incomplete/error state
Checked text
0 characters; minimum 500
Required word groups
remote: missing
developer / engineer: missing
jobs: missing
Listing patterns
\b(?:developer|engineer|programmer)\b: 0 matches; needs 3
Soft-block / gate phrases
No checked soft-block phrase / No checked gate phrase
Private capture inspection
Saved response was rechecked with unchanged rules: redirect limit or loop. Three redirects were followed; the fourth response was HTTP 302. Scrapy raised IgnoreRequest: max redirections reached. The saved final early body is empty and marked incomplete.
Errors
IgnoreRequest: max redirections reached
Screenshot
HTTP mode; no screenshot
Capture SHA-256
e3b0c44298fc1c149afbf4c8996fb92427ae41e4649b934ca495991b7852b855
Exact settings and attempt metadata

SeleniumBase

UTC start / finish
2026-09-29T21:28:36.186874+00:00 / 2026-09-29T21:28:39.981812+00:00
Original / final URL
https://remoteok.com/remote-dev-jobs
https://remoteok.com/remote-dev-jobs
Redirects
none
Status / content outcome
HTTP 200; all content checks met. Nonempty checked text.
Latency basis
0.687 s navigation; 2.809 s through DOM capture; 3.795 s total
Sampled process-tree PSS
691.804 MiB sampled peak; 35 samples
Capture
969,957 bytes; Complete serialized UTF-8 DOM
Checked text
214,551 characters; minimum 500
Required word groups
remote: matched remote
developer / engineer: matched developer, engineer
jobs: matched jobs
Listing patterns
\b(?:developer|engineer|programmer)\b: 101 matches; needs 3
Soft-block / gate phrases
No checked soft-block phrase / No checked gate phrase
Private capture inspection
Complete saved DOM met all unchanged required word groups, listing patterns and minimum text; not verified field extraction.
Errors
No navigation, capture or process error
Screenshot
Private viewport PNG SHA-256: 01df156664eba5469ca70cf54e7e92bdab56dcd4a217590c16c14835f89ad839
Capture SHA-256
ea8882022619b1a497cfd951b0a2dac3c5e788dd60a3ecc7e491fe8e1367fe1c
Exact settings and attempt metadata

wreq Python

UTC start / finish
2026-09-29T19:16:06.802771+00:00 / 2026-09-29T19:16:07.411698+00:00
Original / final URL
https://remoteok.com/remote-dev-jobs
https://remoteok.com/remote-dev-jobs
Redirects
none
Status / content outcome
HTTP 200; missing required content. Nonempty checked text.
Latency basis
0.609 s HTTP body transfer
Sampled process-tree PSS
Not measured
Capture
59,438 bytes; Original client-decompressed HTTP body
Checked text
5,486 characters; minimum 500
Required word groups
remote: matched remote
developer / engineer: matched developer
jobs: matched jobs
Listing patterns
\b(?:developer|engineer|programmer)\b: 2 matches; needs 3
Soft-block / gate phrases
No checked soft-block phrase / No checked gate phrase
Private capture inspection
Job rows exist in HTML, but the frozen role-text check has fewer than three matches. A strict check failure, not proof that all job data is unusable.
Errors
No navigation, capture or process error
Screenshot
HTTP mode; no screenshot
Capture SHA-256
3de38fb9fa13a50666fda88eeff4ace02ed3f3b34a3bae3c2244ff3e7c6cae4e
Exact settings and attempt metadata
Link to this twelve-tool target record
16. We Work RemotelyjobsBotasaurus · HTTP 200usableCamoufox · HTTP 200usableCrawlee · HTTP 200usablecurl_cffi · HTTP 200usableLightpanda · HTTP 200usablePatchright · HTTP 200usablePlaywright · HTTP 200usablePuppeteer · HTTP 200usableScrapling · HTTP 200usableScrapy · HTTP 200usableSeleniumBase · HTTP 200usablewreq Python · HTTP 200usable

Required: Remote programming jobs with actual role descriptions. https://weworkremotely.com/categories/remote-programming-jobs

Puppeteer

UTC start / finish
2026-09-29T23:06:50.586Z / 2026-09-29T23:06:54.263Z
Original / final URL
https://weworkremotely.com/categories/remote-programming-jobs
https://weworkremotely.com/categories/remote-full-stack-programming-jobs
Redirects
followed native redirects
HTTP 302: https://weworkremotely.com/categories/remote-programming-jobs → https://weworkremotely.com/categories/remote-full-stack-programming-jobs
Status / content outcome
HTTP 200; all content checks met. Nonempty checked text.
Latency basis
1.043690228 s navigation; 3.119 s through DOM capture; 3.677035441 s total
Sampled process-tree PSS
647.130 MiB sampled peak; 29 samples
Capture
788,462 bytes; Complete serialized UTF-8 DOM
Checked text
9,661 characters; minimum 500
Required word groups
remote: matched remote
programming: matched programming
developer / engineer: matched developer, engineer
Listing patterns
\b(?:developer|engineer|programmer)\b: 26 matches; needs 3
Soft-block / gate phrases
No checked soft-block phrase / No checked gate phrase
Private capture inspection
Saved serialized DOM rechecked offline with unchanged rules: usable. This does not prove rendered visibility, complete field extraction or interaction.
Errors
No navigation, capture or process error
Screenshot
Private viewport PNG SHA-256: 90c5299ec9aa203761c5690b23717eb0daee74e337cac4a316849f90e115199e
Capture SHA-256
85bd5055fa11fb74c3c34dd4ac2b075340132082f015b35bfe5a2e902cc81256
Exact settings and attempt metadata

Botasaurus

UTC start / finish
2026-09-29T21:06:53.900606+00:00 / 2026-09-29T21:06:58.925498+00:00
Original / final URL
https://weworkremotely.com/categories/remote-programming-jobs
https://weworkremotely.com/categories/remote-full-stack-programming-jobs
Redirects
followed
HTTP 302: https://weworkremotely.com/categories/remote-programming-jobs → https://weworkremotely.com/categories/remote-full-stack-programming-jobs
Status / content outcome
HTTP 200; all content checks met. Nonempty checked text.
Latency basis
1.938 s navigation; 4.366 s through DOM capture; 5.025 s total
Sampled process-tree PSS
747.425 MiB sampled peak; 38 samples
Capture
788,525 bytes; Complete serialized UTF-8 DOM
Checked text
9,661 characters; minimum 500
Required word groups
remote: matched remote
programming: matched programming
developer / engineer: matched developer, engineer
Listing patterns
\b(?:developer|engineer|programmer)\b: 26 matches; needs 3
Soft-block / gate phrases
No checked soft-block phrase / No checked gate phrase
Private capture inspection
Complete saved DOM met all unchanged required word groups, listing patterns and minimum text; not verified field extraction.
Errors
No navigation, capture or process error
Screenshot
Private viewport PNG SHA-256: 066dc277ff3bf7a53edce4f803aa7c5527fbe34807d8b04e2116ae4ed57654b8
Capture SHA-256
61d92556c634b5648b03bb5f4a10cd45a67eeb512a108f6ff251a59ea5a4ff58
Exact settings and attempt metadata

Camoufox

UTC start / finish
2026-09-29T19:55:46.717643+00:00 / 2026-09-29T19:55:58.082164+00:00
Original / final URL
https://weworkremotely.com/categories/remote-programming-jobs
https://weworkremotely.com/categories/remote-full-stack-programming-jobs
Redirects
followed
HTTP 302: https://weworkremotely.com/categories/remote-programming-jobs → https://weworkremotely.com/categories/remote-full-stack-programming-jobs
Status / content outcome
HTTP 200; all content checks met. Nonempty checked text.
Latency basis
6.184 s navigation; 8.227 s through DOM capture; 11.364 s total
Sampled process-tree PSS
1122.409 MiB sampled peak; 94 samples
Capture
782,642 bytes; Complete serialized UTF-8 DOM
Checked text
9,661 characters; minimum 500
Required word groups
remote: matched remote
programming: matched programming
developer / engineer: matched developer, engineer
Listing patterns
\b(?:developer|engineer|programmer)\b: 26 matches; needs 3
Soft-block / gate phrases
No checked soft-block phrase / No checked gate phrase
Private capture inspection
Remote job listings and required listing text meet the fixed checks.
Errors
No navigation, capture or process error
Screenshot
Private viewport PNG SHA-256: db2b58cbb1242b2c319de6b133338a52d356a5c4f43f42de66960f8908d0efbf
Capture SHA-256
a70e577edc2a9999d031137ff4cd6aef7efc06ed81de556597db34e975c8c4f3
Exact settings and attempt metadata

Crawlee

UTC start / finish
2026-09-29T22:44:41.267Z / 2026-09-29T22:44:42.266Z
Original / final URL
https://weworkremotely.com/categories/remote-programming-jobs
https://weworkremotely.com/categories/remote-full-stack-programming-jobs
Redirects
followed
HTTP 302: https://weworkremotely.com/categories/remote-programming-jobs → https://weworkremotely.com/categories/remote-full-stack-programming-jobs
Status / content outcome
HTTP 200; all content checks met. Nonempty checked text.
Latency basis
0.887 s HTTP navigation, transfer and Cheerio parsing (or error completion)
Sampled process-tree PSS
92.211 MiB sampled peak; 22 samples
Capture
144,404 bytes; Complete client-decompressed HTTP body before Cheerio conversion
Checked text
9,661 characters; minimum 500
Required word groups
remote: matched remote
programming: matched programming
developer / engineer: matched developer, engineer
Listing patterns
\b(?:developer|engineer|programmer)\b: 26 matches; needs 3
Soft-block / gate phrases
No checked soft-block phrase / No checked gate phrase
Private capture inspection
Complete HTTP source body met frozen checks; no rendered visibility, browser interaction or complete field extraction verified.
Errors
No navigation, capture or process error
Screenshot
HTTP mode; no browser or screenshot
Capture SHA-256
47ae4d39f2b13985c50de5e015d2372d8f5e2d2379429fa7086c8a7242cddc3a
Exact settings and attempt metadata

curl_cffi

UTC start / finish
2026-09-29T21:53:35.598177+00:00 / 2026-09-29T21:53:36.082399+00:00
Original / final URL
https://weworkremotely.com/categories/remote-programming-jobs
https://weworkremotely.com/categories/remote-full-stack-programming-jobs
Redirects
followed
HTTP 302: https://weworkremotely.com/categories/remote-programming-jobs → https://weworkremotely.com/categories/remote-full-stack-programming-jobs
Status / content outcome
HTTP 200; all content checks met. Nonempty checked text.
Latency basis
0.482 s session.get body transfer; 0.484 s attempt
Sampled process-tree PSS
23.423 MiB sampled peak; 7 samples
Capture
144,403 bytes; Complete client-decompressed HTTP body
Checked text
9,661 characters; minimum 500
Required word groups
remote: matched remote
programming: matched programming
developer / engineer: matched developer, engineer
Listing patterns
\b(?:developer|engineer|programmer)\b: 26 matches; needs 3
Soft-block / gate phrases
No checked soft-block phrase / No checked gate phrase
Private capture inspection
Complete client-decompressed HTTP body met all unchanged word groups, listing patterns and minimum text. No JavaScript, rendered visibility or complete field extraction was verified.
Errors
No navigation, capture or process error
Screenshot
HTTP mode; no screenshot
Capture SHA-256
1fc63e9de1effa7d85bf6a6dde4935aa29ea9b16e5eabed13cdf4c6d4391ca63
Exact settings and attempt metadata

Lightpanda

UTC start / finish
2026-09-29T19:26:29.148485+00:00 / 2026-09-29T19:26:32.451501+00:00
Original / final URL
https://weworkremotely.com/categories/remote-programming-jobs
https://weworkremotely.com/categories/remote-full-stack-programming-jobs
Redirects
followed
HTTP 302: https://weworkremotely.com/categories/remote-programming-jobs → https://weworkremotely.com/categories/remote-full-stack-programming-jobs
Status / content outcome
HTTP 200; all content checks met. Nonempty checked text.
Latency basis
0.806 s navigation; 2.850 s through DOM capture; 3.303 s total
Sampled process-tree PSS
277.756 MiB sampled peak; 33 samples
Capture
788,403 bytes; Complete serialized UTF-8 DOM
Checked text
11,227 characters; minimum 500
Required word groups
remote: matched remote
programming: matched programming
developer / engineer: matched developer, engineer
Listing patterns
\b(?:developer|engineer|programmer)\b: 26 matches; needs 3
Soft-block / gate phrases
No checked soft-block phrase / No checked gate phrase
Private capture inspection
One observed HTTP 302 reaches the canonical full-stack jobs route. Job text meets the same listing checks.
Errors
No navigation, capture or process error
Screenshot
No saved screenshot
Capture SHA-256
4496656b808185b7e4a8c9a5403dc9b4d9bbeb1c1399bff8587cb2fb53a3d15e
Exact settings and attempt metadata

Patchright

UTC start / finish
2026-09-29T19:40:32.821374+00:00 / 2026-09-29T19:40:36.825614+00:00
Original / final URL
https://weworkremotely.com/categories/remote-programming-jobs
https://weworkremotely.com/categories/remote-full-stack-programming-jobs
Redirects
followed
HTTP 302: https://weworkremotely.com/categories/remote-programming-jobs → https://weworkremotely.com/categories/remote-full-stack-programming-jobs
Status / content outcome
HTTP 200; all content checks met. Nonempty checked text.
Latency basis
0.995 s navigation; 3.085 s through DOM capture; 4.004 s total
Sampled process-tree PSS
753.792 MiB sampled peak; 31 samples
Capture
788,515 bytes; Complete serialized UTF-8 DOM
Checked text
9,661 characters; minimum 500
Required word groups
remote: matched remote
programming: matched programming
developer / engineer: matched developer, engineer
Listing patterns
\b(?:developer|engineer|programmer)\b: 26 matches; needs 3
Soft-block / gate phrases
No checked soft-block phrase / No checked gate phrase
Private capture inspection
One HTTP 302 follows to the canonical full-stack jobs route and the listing checks pass, matching the observed redirect in both earlier baselines.
Errors
No navigation, capture or process error
Screenshot
Private viewport PNG SHA-256: 547278538d17ec281ab044e926b4326e8cab0e92816ca605a2f1a930764d13d4
Capture SHA-256
48bae465ba2d07de5151d2420d5fd1d74540284d24bc5768b0b8b42d0d5e9be9
Exact settings and attempt metadata

Playwright

UTC start / finish
2026-09-29T22:26:28.961405+00:00 / 2026-09-29T22:26:32.806146+00:00
Original / final URL
https://weworkremotely.com/categories/remote-programming-jobs
https://weworkremotely.com/categories/remote-full-stack-programming-jobs
Redirects
followed
HTTP 302: https://weworkremotely.com/categories/remote-programming-jobs → https://weworkremotely.com/categories/remote-full-stack-programming-jobs
Status / content outcome
HTTP 200; all content checks met. Nonempty checked text.
Latency basis
0.995 s navigation; 3.059 s through DOM capture; 3.845 s total
Sampled process-tree PSS
737.771 MiB sampled peak; 31 samples
Capture
788,983 bytes; Complete serialized UTF-8 DOM
Checked text
9,661 characters; minimum 500
Required word groups
remote: matched remote
programming: matched programming
developer / engineer: matched developer, engineer
Listing patterns
\b(?:developer|engineer|programmer)\b: 26 matches; needs 3
Soft-block / gate phrases
No checked soft-block phrase / No checked gate phrase
Private capture inspection
Complete saved DOM met all unchanged word groups, listing patterns and minimum text. No complete field extraction was verified.
Errors
No navigation, capture or process error
Screenshot
Private viewport PNG SHA-256: 547278538d17ec281ab044e926b4326e8cab0e92816ca605a2f1a930764d13d4
Capture SHA-256
1cf652f67b405d6b04747704fd6dba2d8a8d9a81f3f36390aba41e34c0a752c5
Exact settings and attempt metadata

Scrapling

UTC start / finish
2026-09-29T20:07:26.185478+00:00 / 2026-09-29T20:07:27.358838+00:00
Original / final URL
https://weworkremotely.com/categories/remote-programming-jobs
https://weworkremotely.com/categories/remote-full-stack-programming-jobs
Redirects
followed
HTTP 302: https://weworkremotely.com/categories/remote-programming-jobs → https://weworkremotely.com/categories/remote-full-stack-programming-jobs
Status / content outcome
HTTP 200; all content checks met. Nonempty checked text.
Latency basis
1.173 s body transfer and selector construction
Sampled process-tree PSS
37.899 MiB sampled peak; 15 samples
Capture
144,404 bytes; Complete client-decompressed HTTP body
Checked text
9,661 characters; minimum 500
Required word groups
remote: matched remote
programming: matched programming
developer / engineer: matched developer, engineer
Listing patterns
\b(?:developer|engineer|programmer)\b: 26 matches; needs 3
Soft-block / gate phrases
No checked soft-block phrase / No checked gate phrase
Private capture inspection
Ordinary HTTP 302 to the canonical full-stack programming category followed successfully. Job-listing content passes; the canonical redirect is not counted as a failure.
Errors
No navigation, capture or process error
Screenshot
HTTP mode; no screenshot
Capture SHA-256
96d3caa100a3f6e180aaedfcd093a6cc2f889bfa08e46b34fce106a0c62c355d
Exact settings and attempt metadata

Scrapy

UTC start / finish
2026-09-29T22:08:44.303906+00:00 / 2026-09-29T22:08:45.478535+00:00
Original / final URL
https://weworkremotely.com/categories/remote-programming-jobs
https://weworkremotely.com/categories/remote-full-stack-programming-jobs
Redirects
followed
HTTP 302: https://weworkremotely.com/categories/remote-programming-jobs → https://weworkremotely.com/categories/remote-full-stack-programming-jobs
Status / content outcome
HTTP 200; all content checks met. Nonempty checked text.
Latency basis
0.550 s initial request scheduling through response/errback; 1.175 s worker attempt
Sampled process-tree PSS
62.140 MiB sampled peak; 16 samples
Capture
144,404 bytes; Complete client-decompressed Spider response
Checked text
9,661 characters; minimum 500
Required word groups
remote: matched remote
programming: matched programming
developer / engineer: matched developer, engineer
Listing patterns
\b(?:developer|engineer|programmer)\b: 26 matches; needs 3
Soft-block / gate phrases
No checked soft-block phrase / No checked gate phrase
Private capture inspection
Complete client-decompressed Spider response met every unchanged word group, listing pattern and minimum text. No rendered visibility or complete field extraction was verified.
Errors
No navigation, capture or process error
Screenshot
HTTP mode; no screenshot
Capture SHA-256
72334233695ef3de0340301f435abed03e15750ba2ec72b798f2234ac2f6220e
Exact settings and attempt metadata

SeleniumBase

UTC start / finish
2026-09-29T21:28:42.911137+00:00 / 2026-09-29T21:28:47.387370+00:00
Original / final URL
https://weworkremotely.com/categories/remote-programming-jobs
https://weworkremotely.com/categories/remote-full-stack-programming-jobs
Redirects
followed
HTTP 302: https://weworkremotely.com/categories/remote-programming-jobs → https://weworkremotely.com/categories/remote-full-stack-programming-jobs
Status / content outcome
HTTP 200; all content checks met. Nonempty checked text.
Latency basis
1.29 s navigation; 3.494 s through DOM capture; 4.476 s total
Sampled process-tree PSS
793.701 MiB sampled peak; 38 samples
Capture
788,966 bytes; Complete serialized UTF-8 DOM
Checked text
9,661 characters; minimum 500
Required word groups
remote: matched remote
programming: matched programming
developer / engineer: matched developer, engineer
Listing patterns
\b(?:developer|engineer|programmer)\b: 26 matches; needs 3
Soft-block / gate phrases
No checked soft-block phrase / No checked gate phrase
Private capture inspection
Complete saved DOM met all unchanged required word groups, listing patterns and minimum text; not verified field extraction.
Errors
No navigation, capture or process error
Screenshot
Private viewport PNG SHA-256: 7a21a1b14f13b7313d030ac829c8dc0f9f5ca3c61c7fa5b2e25a5eabc3bbd725
Capture SHA-256
9283421282f84db2b269f43716e77930bdeccdf3708c31b616544f66f1bf818a
Exact settings and attempt metadata

wreq Python

UTC start / finish
2026-09-29T19:16:09.419954+00:00 / 2026-09-29T19:16:09.975331+00:00
Original / final URL
https://weworkremotely.com/categories/remote-programming-jobs
https://weworkremotely.com/categories/remote-full-stack-programming-jobs
Redirects
followed
HTTP 302: https://weworkremotely.com/categories/remote-programming-jobs → https://weworkremotely.com/categories/remote-full-stack-programming-jobs
Status / content outcome
HTTP 200; all content checks met. Nonempty checked text.
Latency basis
0.555 s HTTP body transfer
Sampled process-tree PSS
Not measured
Capture
144,403 bytes; Original client-decompressed HTTP body
Checked text
9,661 characters; minimum 500
Required word groups
remote: matched remote
programming: matched programming
developer / engineer: matched developer, engineer
Listing patterns
\b(?:developer|engineer|programmer)\b: 26 matches; needs 3
Soft-block / gate phrases
No checked soft-block phrase / No checked gate phrase
Private capture inspection
A normal HTTP 302 reached the canonical full-stack programming category. The final HTTP 200 content meets the frozen job checks; the redirect is not a failure.
Errors
No navigation, capture or process error
Screenshot
HTTP mode; no screenshot
Capture SHA-256
d045dd649d1a36c896b6aa045ba00a2af37849d48df4cfeb823fff1ba976ac71
Exact settings and attempt metadata
Link to this twelve-tool target record
17. WikipediacontentBotasaurus · HTTP 200usableCamoufox · HTTP 200usableCrawlee · HTTP 200usablecurl_cffi · HTTP 200usableLightpanda · HTTP 200usablePatchright · HTTP 200usablePlaywright · HTTP 200usablePuppeteer · HTTP 200usableScrapling · HTTP 200usableScrapy · HTTP 200usableSeleniumBase · HTTP 200usablewreq Python · HTTP 200usable

Required: Web scraping article with substantive explanation. https://en.wikipedia.org/wiki/Web_scraping

Puppeteer

UTC start / finish
2026-09-29T23:06:56.511Z / 2026-09-29T23:06:59.510Z
Original / final URL
https://en.wikipedia.org/wiki/Web_scraping
https://en.wikipedia.org/wiki/Web_scraping
Redirects
no http redirect observed
Status / content outcome
HTTP 200; all content checks met. Nonempty checked text.
Latency basis
0.4320738980000001 s navigation; 2.463 s through DOM capture; 2.9987204340000004 s total
Sampled process-tree PSS
479.669 MiB sampled peak; 25 samples
Capture
417,093 bytes; Complete serialized UTF-8 DOM
Checked text
31,055 characters; minimum 3000
Required word groups
web scraping: matched web scraping
web crawler / data extraction: matched web crawler, data extraction
Listing patterns
No additional pattern
Soft-block / gate phrases
No checked soft-block phrase / No checked gate phrase
Private capture inspection
Saved serialized DOM rechecked offline with unchanged rules: usable. This does not prove rendered visibility, complete field extraction or interaction.
Errors
No navigation, capture or process error
Screenshot
Private viewport PNG SHA-256: c5413fe90a3c91ffc3502e37ab4fb012b042b412e0013ace7568a22e22230fd1
Capture SHA-256
7fa5afb29dfa4975d3fe4f1f4b04f76231848160b5bc2108e805f388118a830b
Exact settings and attempt metadata

Botasaurus

UTC start / finish
2026-09-29T21:07:01.495197+00:00 / 2026-09-29T21:07:05.076565+00:00
Original / final URL
https://en.wikipedia.org/wiki/Web_scraping
https://en.wikipedia.org/wiki/Web_scraping
Redirects
none
Status / content outcome
HTTP 200; all content checks met. Nonempty checked text.
Latency basis
0.653 s navigation; 2.994 s through DOM capture; 3.581 s total
Sampled process-tree PSS
592.038 MiB sampled peak; 30 samples
Capture
417,097 bytes; Complete serialized UTF-8 DOM
Checked text
31,055 characters; minimum 3000
Required word groups
web scraping: matched web scraping
web crawler / data extraction: matched web crawler, data extraction
Listing patterns
No additional pattern
Soft-block / gate phrases
No checked soft-block phrase / No checked gate phrase
Private capture inspection
Complete saved DOM met all unchanged required word groups, listing patterns and minimum text; not verified field extraction.
Errors
No navigation, capture or process error
Screenshot
Private viewport PNG SHA-256: 2770af75b93e396869fb2112f922de43daf94ea3c22dd14b8a58fc68b1772e6e
Capture SHA-256
25425093b0ba88ce98cfe60b8098f4e5422dcf34f5cf50230c544e0bfa84f16f
Exact settings and attempt metadata

Camoufox

UTC start / finish
2026-09-29T19:56:00.826727+00:00 / 2026-09-29T19:56:06.955522+00:00
Original / final URL
https://en.wikipedia.org/wiki/Web_scraping
https://en.wikipedia.org/wiki/Web_scraping
Redirects
none
Status / content outcome
HTTP 200; all content checks met. Nonempty checked text.
Latency basis
0.998 s navigation; 3.019 s through DOM capture; 6.129 s total
Sampled process-tree PSS
954.427 MiB sampled peak; 55 samples
Capture
256,864 bytes; Complete serialized UTF-8 DOM
Checked text
30,790 characters; minimum 3000
Required word groups
web scraping: matched web scraping
web crawler / data extraction: matched web crawler, data extraction
Listing patterns
No additional pattern
Soft-block / gate phrases
No checked soft-block phrase / No checked gate phrase
Private capture inspection
Private DOM inspected: the target-specific required groups and patterns are present with no checked soft block.
Errors
No navigation, capture or process error
Screenshot
Private viewport PNG SHA-256: a850fa89ace78797af758c1dae2e0893feee6651261222d299c7a7193a836d3a
Capture SHA-256
f116b1da475a9ddf9b97f0f0577c0a01d379d7f96f64bb961291bca03a3cd47b
Exact settings and attempt metadata

Crawlee

UTC start / finish
2026-09-29T22:44:45.532Z / 2026-09-29T22:44:46.277Z
Original / final URL
https://en.wikipedia.org/wiki/Web_scraping
https://en.wikipedia.org/wiki/Web_scraping
Redirects
none
Status / content outcome
HTTP 200; all content checks met. Nonempty checked text.
Latency basis
0.648 s HTTP navigation, transfer and Cheerio parsing (or error completion)
Sampled process-tree PSS
99.620 MiB sampled peak; 20 samples
Capture
235,975 bytes; Complete client-decompressed HTTP body before Cheerio conversion
Checked text
30,790 characters; minimum 3000
Required word groups
web scraping: matched web scraping
web crawler / data extraction: matched web crawler, data extraction
Listing patterns
No additional pattern
Soft-block / gate phrases
No checked soft-block phrase / No checked gate phrase
Private capture inspection
Complete HTTP source body met frozen checks; no rendered visibility, browser interaction or complete field extraction verified.
Errors
No navigation, capture or process error
Screenshot
HTTP mode; no browser or screenshot
Capture SHA-256
e305b5ea4c4ca2a210ae297f17ad11f2ce4201fd8f5b6247adcfb98f41d017af
Exact settings and attempt metadata

curl_cffi

UTC start / finish
2026-09-29T21:53:38.328316+00:00 / 2026-09-29T21:53:38.630848+00:00
Original / final URL
https://en.wikipedia.org/wiki/Web_scraping
https://en.wikipedia.org/wiki/Web_scraping
Redirects
none
Status / content outcome
HTTP 200; all content checks met. Nonempty checked text.
Latency basis
0.301 s session.get body transfer; 0.303 s attempt
Sampled process-tree PSS
22.594 MiB sampled peak; 5 samples
Capture
235,975 bytes; Complete client-decompressed HTTP body
Checked text
30,790 characters; minimum 3000
Required word groups
web scraping: matched web scraping
web crawler / data extraction: matched web crawler, data extraction
Listing patterns
No additional pattern
Soft-block / gate phrases
No checked soft-block phrase / No checked gate phrase
Private capture inspection
Complete client-decompressed HTTP body met all unchanged word groups, listing patterns and minimum text. No JavaScript, rendered visibility or complete field extraction was verified.
Errors
No navigation, capture or process error
Screenshot
HTTP mode; no screenshot
Capture SHA-256
e305b5ea4c4ca2a210ae297f17ad11f2ce4201fd8f5b6247adcfb98f41d017af
Exact settings and attempt metadata

Lightpanda

UTC start / finish
2026-09-29T19:26:34.651217+00:00 / 2026-09-29T19:26:37.389910+00:00
Original / final URL
https://en.wikipedia.org/wiki/Web_scraping
https://en.wikipedia.org/wiki/Web_scraping
Redirects
none
Status / content outcome
HTTP 200; all content checks met. Nonempty checked text.
Latency basis
0.249 s navigation; 2.272 s through DOM capture; 2.738 s total
Sampled process-tree PSS
196.371 MiB sampled peak; 28 samples
Capture
347,040 bytes; Complete serialized UTF-8 DOM
Checked text
31,033 characters; minimum 3000
Required word groups
web scraping: matched web scraping
web crawler / data extraction: matched web crawler, data extraction
Listing patterns
No additional pattern
Soft-block / gate phrases
No checked soft-block phrase / No checked gate phrase
Private capture inspection
Web-scraping article body and required section text are present.
Errors
No navigation, capture or process error
Screenshot
No saved screenshot
Capture SHA-256
339282e28d53ab19e0b43c48bd18aec8d1f76374a8be68dc0f107fdfd785516e
Exact settings and attempt metadata

Patchright

UTC start / finish
2026-09-29T19:40:39.123662+00:00 / 2026-09-29T19:40:42.332270+00:00
Original / final URL
https://en.wikipedia.org/wiki/Web_scraping
https://en.wikipedia.org/wiki/Web_scraping
Redirects
none
Status / content outcome
HTTP 200; all content checks met. Nonempty checked text.
Latency basis
0.268 s navigation; 2.312 s through DOM capture; 3.208 s total
Sampled process-tree PSS
604.456 MiB sampled peak; 27 samples
Capture
417,093 bytes; Complete serialized UTF-8 DOM
Checked text
31,055 characters; minimum 3000
Required word groups
web scraping: matched web scraping
web crawler / data extraction: matched web crawler, data extraction
Listing patterns
No additional pattern
Soft-block / gate phrases
No checked soft-block phrase / No checked gate phrase
Private capture inspection
Web-scraping article and required section text are present.
Errors
No navigation, capture or process error
Screenshot
Private viewport PNG SHA-256: c5413fe90a3c91ffc3502e37ab4fb012b042b412e0013ace7568a22e22230fd1
Capture SHA-256
7fa5afb29dfa4975d3fe4f1f4b04f76231848160b5bc2108e805f388118a830b
Exact settings and attempt metadata

Playwright

UTC start / finish
2026-09-29T22:26:35.091589+00:00 / 2026-09-29T22:26:38.470544+00:00
Original / final URL
https://en.wikipedia.org/wiki/Web_scraping
https://en.wikipedia.org/wiki/Web_scraping
Redirects
none
Status / content outcome
HTTP 200; all content checks met. Nonempty checked text.
Latency basis
0.456 s navigation; 2.491 s through DOM capture; 3.379 s total
Sampled process-tree PSS
576.798 MiB sampled peak; 29 samples
Capture
417,093 bytes; Complete serialized UTF-8 DOM
Checked text
31,055 characters; minimum 3000
Required word groups
web scraping: matched web scraping
web crawler / data extraction: matched web crawler, data extraction
Listing patterns
No additional pattern
Soft-block / gate phrases
No checked soft-block phrase / No checked gate phrase
Private capture inspection
Complete saved DOM met all unchanged word groups, listing patterns and minimum text. No complete field extraction was verified.
Errors
No navigation, capture or process error
Screenshot
Private viewport PNG SHA-256: 398ca9bb9cdbc1d2bba3089a30618b790b3d356389a54e89d59a39edc4e95e9b
Capture SHA-256
7fa5afb29dfa4975d3fe4f1f4b04f76231848160b5bc2108e805f388118a830b
Exact settings and attempt metadata

Scrapling

UTC start / finish
2026-09-29T20:07:29.721218+00:00 / 2026-09-29T20:07:29.987326+00:00
Original / final URL
https://en.wikipedia.org/wiki/Web_scraping
https://en.wikipedia.org/wiki/Web_scraping
Redirects
none
Status / content outcome
HTTP 200; all content checks met. Nonempty checked text.
Latency basis
0.265 s body transfer and selector construction
Sampled process-tree PSS
39.122 MiB sampled peak; 6 samples
Capture
235,975 bytes; Complete client-decompressed HTTP body
Checked text
30,790 characters; minimum 3000
Required word groups
web scraping: matched web scraping
web crawler / data extraction: matched web crawler, data extraction
Listing patterns
No additional pattern
Soft-block / gate phrases
No checked soft-block phrase / No checked gate phrase
Private capture inspection
Private source body inspected: target-specific groups and listing patterns are present, with no checked soft block. Source-text checks do not establish full extraction or interaction.
Errors
No navigation, capture or process error
Screenshot
HTTP mode; no screenshot
Capture SHA-256
e305b5ea4c4ca2a210ae297f17ad11f2ce4201fd8f5b6247adcfb98f41d017af
Exact settings and attempt metadata

Scrapy

UTC start / finish
2026-09-29T22:08:47.959028+00:00 / 2026-09-29T22:08:48.947381+00:00
Original / final URL
https://en.wikipedia.org/wiki/Web_scraping
https://en.wikipedia.org/wiki/Web_scraping
Redirects
none
Status / content outcome
HTTP 200; all content checks met. Nonempty checked text.
Latency basis
0.328 s initial request scheduling through response/errback; 0.988 s worker attempt
Sampled process-tree PSS
61.451 MiB sampled peak; 14 samples
Capture
235,975 bytes; Complete client-decompressed Spider response
Checked text
30,790 characters; minimum 3000
Required word groups
web scraping: matched web scraping
web crawler / data extraction: matched web crawler, data extraction
Listing patterns
No additional pattern
Soft-block / gate phrases
No checked soft-block phrase / No checked gate phrase
Private capture inspection
Complete client-decompressed Spider response met every unchanged word group, listing pattern and minimum text. No rendered visibility or complete field extraction was verified.
Errors
No navigation, capture or process error
Screenshot
HTTP mode; no screenshot
Capture SHA-256
e305b5ea4c4ca2a210ae297f17ad11f2ce4201fd8f5b6247adcfb98f41d017af
Exact settings and attempt metadata

SeleniumBase

UTC start / finish
2026-09-29T21:28:50.175757+00:00 / 2026-09-29T21:28:53.798213+00:00
Original / final URL
https://en.wikipedia.org/wiki/Web_scraping
https://en.wikipedia.org/wiki/Web_scraping
Redirects
none
Status / content outcome
HTTP 200; all content checks met. Nonempty checked text.
Latency basis
0.51 s navigation; 2.561 s through DOM capture; 3.622 s total
Sampled process-tree PSS
610.209 MiB sampled peak; 33 samples
Capture
417,078 bytes; Complete serialized UTF-8 DOM
Checked text
31,055 characters; minimum 3000
Required word groups
web scraping: matched web scraping
web crawler / data extraction: matched web crawler, data extraction
Listing patterns
No additional pattern
Soft-block / gate phrases
No checked soft-block phrase / No checked gate phrase
Private capture inspection
Complete saved DOM met all unchanged required word groups, listing patterns and minimum text; not verified field extraction.
Errors
No navigation, capture or process error
Screenshot
Private viewport PNG SHA-256: 43fa102d7274d4fd198198e1b33c74370bbfccfdf3fc9cfaaab4cc39efc09768
Capture SHA-256
6aba162387e1f7fb1fbd7029b321a9bce2928eabb3caf031a60a8c8aaf0eb962
Exact settings and attempt metadata

wreq Python

UTC start / finish
2026-09-29T19:16:11.989806+00:00 / 2026-09-29T19:16:12.185179+00:00
Original / final URL
https://en.wikipedia.org/wiki/Web_scraping
https://en.wikipedia.org/wiki/Web_scraping
Redirects
none
Status / content outcome
HTTP 200; all content checks met. Nonempty checked text.
Latency basis
0.195 s HTTP body transfer
Sampled process-tree PSS
Not measured
Capture
235,975 bytes; Original client-decompressed HTTP body
Checked text
30,790 characters; minimum 3000
Required word groups
web scraping: matched web scraping
web crawler / data extraction: matched web crawler, data extraction
Listing patterns
No additional pattern
Soft-block / gate phrases
No checked soft-block phrase / No checked gate phrase
Private capture inspection
Saved HTML inspection confirmed required content and matching checks.
Errors
No navigation, capture or process error
Screenshot
HTTP mode; no screenshot
Capture SHA-256
e305b5ea4c4ca2a210ae297f17ad11f2ce4201fd8f5b6247adcfb98f41d017af
Exact settings and attempt metadata
Link to this twelve-tool target record
18. Hacker NewscontentBotasaurus · HTTP 200usableCamoufox · HTTP 200usableCrawlee · HTTP 200usablecurl_cffi · HTTP 200usableLightpanda · HTTP 200usablePatchright · HTTP 200usablePlaywright · HTTP 200usablePuppeteer · HTTP 200usableScrapling · HTTP 200usableScrapy · HTTP 200usableSeleniumBase · HTTP 200usablewreq Python · HTTP 200usable

Required: News story listing with points and comment links. https://news.ycombinator.com/

Puppeteer

UTC start / finish
2026-09-29T23:07:01.792Z / 2026-09-29T23:07:05.312Z
Original / final URL
https://news.ycombinator.com/
https://news.ycombinator.com/
Redirects
no http redirect observed
Status / content outcome
HTTP 200; all content checks met. Nonempty checked text.
Latency basis
1.009528987 s navigation; 3.015 s through DOM capture; 3.520005991 s total
Sampled process-tree PSS
426.652 MiB sampled peak; 29 samples
Capture
33,879 bytes; Complete serialized UTF-8 DOM
Checked text
3,634 characters; minimum 1000
Required word groups
hacker news: matched hacker news
points: matched points
comments: matched comments
Listing patterns
No additional pattern
Soft-block / gate phrases
No checked soft-block phrase / No checked gate phrase
Private capture inspection
Saved serialized DOM rechecked offline with unchanged rules: usable. This does not prove rendered visibility, complete field extraction or interaction.
Errors
No navigation, capture or process error
Screenshot
Private viewport PNG SHA-256: d11d6699cf9b9de9877e57715fb6870d11a3799a4aeaf48ecd767302ec210c2a
Capture SHA-256
3ac0f716f4994331f1170756dd6aaf9618d70160a21d0600794b0e2be662fd62
Exact settings and attempt metadata

Botasaurus

UTC start / finish
2026-09-29T21:07:07.739898+00:00 / 2026-09-29T21:07:11.402172+00:00
Original / final URL
https://news.ycombinator.com/
https://news.ycombinator.com/
Redirects
none
Status / content outcome
HTTP 200; all content checks met. Nonempty checked text.
Latency basis
1.01 s navigation; 3.084 s through DOM capture; 3.662 s total
Sampled process-tree PSS
544.605 MiB sampled peak; 31 samples
Capture
34,346 bytes; Complete serialized UTF-8 DOM
Checked text
3,807 characters; minimum 1000
Required word groups
hacker news: matched hacker news
points: matched points
comments: matched comments
Listing patterns
No additional pattern
Soft-block / gate phrases
No checked soft-block phrase / No checked gate phrase
Private capture inspection
Complete saved DOM met all unchanged required word groups, listing patterns and minimum text; not verified field extraction.
Errors
No navigation, capture or process error
Screenshot
Private viewport PNG SHA-256: fc863e43e932e590729cc9db795b2d46dc0f14efa0ae59e42e1bebecdc50ccf2
Capture SHA-256
06a0d0bfc8acb2012678b455d824fafa8aa64a2cb02c327b4afa60e5224eef11
Exact settings and attempt metadata

Camoufox

UTC start / finish
2026-09-29T19:56:09.814742+00:00 / 2026-09-29T19:56:15.745486+00:00
Original / final URL
https://news.ycombinator.com/
https://news.ycombinator.com/
Redirects
none
Status / content outcome
HTTP 200; all content checks met. Nonempty checked text.
Latency basis
0.968 s navigation; 2.977 s through DOM capture; 5.931 s total
Sampled process-tree PSS
889.863 MiB sampled peak; 56 samples
Capture
34,727 bytes; Complete serialized UTF-8 DOM
Checked text
3,886 characters; minimum 1000
Required word groups
hacker news: matched hacker news
points: matched points
comments: matched comments
Listing patterns
No additional pattern
Soft-block / gate phrases
No checked soft-block phrase / No checked gate phrase
Private capture inspection
Private DOM inspected: the target-specific required groups and patterns are present with no checked soft block.
Errors
No navigation, capture or process error
Screenshot
Private viewport PNG SHA-256: 9c38adc782e7c2465658ad4e467559d4bc441dca29714e59279e274d29c9f483
Capture SHA-256
558f3adefe8e365089c4b04afea8148d828665d012576bbc3bac52a921ff9114
Exact settings and attempt metadata

Crawlee

UTC start / finish
2026-09-29T22:44:49.620Z / 2026-09-29T22:44:51.150Z
Original / final URL
https://news.ycombinator.com/
https://news.ycombinator.com/
Redirects
none
Status / content outcome
HTTP 200; all content checks met. Nonempty checked text.
Latency basis
1.448 s HTTP navigation, transfer and Cheerio parsing (or error completion)
Sampled process-tree PSS
94.285 MiB sampled peak; 27 samples
Capture
33,971 bytes; Complete client-decompressed HTTP body before Cheerio conversion
Checked text
3,727 characters; minimum 1000
Required word groups
hacker news: matched hacker news
points: matched points
comments: matched comments
Listing patterns
No additional pattern
Soft-block / gate phrases
No checked soft-block phrase / No checked gate phrase
Private capture inspection
Complete HTTP source body met frozen checks; no rendered visibility, browser interaction or complete field extraction verified.
Errors
No navigation, capture or process error
Screenshot
HTTP mode; no browser or screenshot
Capture SHA-256
1f555acfb1f11d78185bb4e5fe1ae82535e4d4956877e036926a11223097c72a
Exact settings and attempt metadata

curl_cffi

UTC start / finish
2026-09-29T21:53:40.849787+00:00 / 2026-09-29T21:53:41.507845+00:00
Original / final URL
https://news.ycombinator.com/
https://news.ycombinator.com/
Redirects
none
Status / content outcome
HTTP 200; all content checks met. Nonempty checked text.
Latency basis
0.657 s session.get body transfer; 0.658 s attempt
Sampled process-tree PSS
22.338 MiB sampled peak; 8 samples
Capture
34,084 bytes; Complete client-decompressed HTTP body
Checked text
3,742 characters; minimum 1000
Required word groups
hacker news: matched hacker news
points: matched points
comments: matched comments
Listing patterns
No additional pattern
Soft-block / gate phrases
No checked soft-block phrase / No checked gate phrase
Private capture inspection
Complete client-decompressed HTTP body met all unchanged word groups, listing patterns and minimum text. No JavaScript, rendered visibility or complete field extraction was verified.
Errors
No navigation, capture or process error
Screenshot
HTTP mode; no screenshot
Capture SHA-256
39b5ae75b874811a5d1f403c0ebaad03542c709308843a48e2ae6ca27c0af936
Exact settings and attempt metadata

Lightpanda

UTC start / finish
2026-09-29T19:26:39.621293+00:00 / 2026-09-29T19:26:42.891189+00:00
Original / final URL
https://news.ycombinator.com/
https://news.ycombinator.com/
Redirects
none
Status / content outcome
HTTP 200; all content checks met. Nonempty checked text.
Latency basis
0.823 s navigation; 2.833 s through DOM capture; 3.27 s total
Sampled process-tree PSS
173.206 MiB sampled peak; 33 samples
Capture
34,700 bytes; Complete serialized UTF-8 DOM
Checked text
3,857 characters; minimum 1000
Required word groups
hacker news: matched hacker news
points: matched points
comments: matched comments
Listing patterns
No additional pattern
Soft-block / gate phrases
No checked soft-block phrase / No checked gate phrase
Private capture inspection
Story listing, points and comments are present.
Errors
No navigation, capture or process error
Screenshot
No saved screenshot
Capture SHA-256
88c8f024c32c0f814244764d0ce7c9b8588684bd78d2c51aab33df4a3fca07e2
Exact settings and attempt metadata

Patchright

UTC start / finish
2026-09-29T19:40:44.661766+00:00 / 2026-09-29T19:40:48.398481+00:00
Original / final URL
https://news.ycombinator.com/
https://news.ycombinator.com/
Redirects
none
Status / content outcome
HTTP 200; all content checks met. Nonempty checked text.
Latency basis
0.836 s navigation; 2.847 s through DOM capture; 3.737 s total
Sampled process-tree PSS
547.912 MiB sampled peak; 31 samples
Capture
34,741 bytes; Complete serialized UTF-8 DOM
Checked text
3,892 characters; minimum 1000
Required word groups
hacker news: matched hacker news
points: matched points
comments: matched comments
Listing patterns
No additional pattern
Soft-block / gate phrases
No checked soft-block phrase / No checked gate phrase
Private capture inspection
Story listings, points and comments meet the required checks.
Errors
No navigation, capture or process error
Screenshot
Private viewport PNG SHA-256: 53a8accafe492b99efc399827facd20349e7fc8c747eaba224050acbdb2fec88
Capture SHA-256
33a25682fd0f246da971c1c81ef3b2b24ad33ac8bbd63c490874842b82786f8f
Exact settings and attempt metadata

Playwright

UTC start / finish
2026-09-29T22:26:40.753037+00:00 / 2026-09-29T22:26:44.424601+00:00
Original / final URL
https://news.ycombinator.com/
https://news.ycombinator.com/
Redirects
none
Status / content outcome
HTTP 200; all content checks met. Nonempty checked text.
Latency basis
0.897 s navigation; 2.908 s through DOM capture; 3.671 s total
Sampled process-tree PSS
536.387 MiB sampled peak; 31 samples
Capture
34,107 bytes; Complete serialized UTF-8 DOM
Checked text
3,761 characters; minimum 1000
Required word groups
hacker news: matched hacker news
points: matched points
comments: matched comments
Listing patterns
No additional pattern
Soft-block / gate phrases
No checked soft-block phrase / No checked gate phrase
Private capture inspection
Complete saved DOM met all unchanged word groups, listing patterns and minimum text. No complete field extraction was verified.
Errors
No navigation, capture or process error
Screenshot
Private viewport PNG SHA-256: b66016419d7dbd6f221596eafbbc2d2109b37c96a5b73083c6a9e5c304f6ac7c
Capture SHA-256
e5f21832555ea71f943026f53a00eb9a23860ba6b978db114eb313004b6c4cdf
Exact settings and attempt metadata

Scrapling

UTC start / finish
2026-09-29T20:07:32.368696+00:00 / 2026-09-29T20:07:33.004050+00:00
Original / final URL
https://news.ycombinator.com/
https://news.ycombinator.com/
Redirects
none
Status / content outcome
HTTP 200; all content checks met. Nonempty checked text.
Latency basis
0.635 s body transfer and selector construction
Sampled process-tree PSS
36.481 MiB sampled peak; 9 samples
Capture
34,805 bytes; Complete client-decompressed HTTP body
Checked text
3,948 characters; minimum 1000
Required word groups
hacker news: matched hacker news
points: matched points
comments: matched comments
Listing patterns
No additional pattern
Soft-block / gate phrases
No checked soft-block phrase / No checked gate phrase
Private capture inspection
Private source body inspected: target-specific groups and listing patterns are present, with no checked soft block. Source-text checks do not establish full extraction or interaction.
Errors
No navigation, capture or process error
Screenshot
HTTP mode; no screenshot
Capture SHA-256
23f96f5bdb9bde7c5681b5f21affe2845d7b5839fa771de14ea6441dd9f04143
Exact settings and attempt metadata

Scrapy

UTC start / finish
2026-09-29T22:08:51.412407+00:00 / 2026-09-29T22:08:52.772026+00:00
Original / final URL
https://news.ycombinator.com/
https://news.ycombinator.com/
Redirects
none
Status / content outcome
HTTP 200; all content checks met. Nonempty checked text.
Latency basis
0.601 s initial request scheduling through response/errback; 1.36 s worker attempt
Sampled process-tree PSS
61.396 MiB sampled peak; 17 samples
Capture
34,036 bytes; Complete client-decompressed Spider response
Checked text
3,746 characters; minimum 1000
Required word groups
hacker news: matched hacker news
points: matched points
comments: matched comments
Listing patterns
No additional pattern
Soft-block / gate phrases
No checked soft-block phrase / No checked gate phrase
Private capture inspection
Complete client-decompressed Spider response met every unchanged word group, listing pattern and minimum text. No rendered visibility or complete field extraction was verified.
Errors
No navigation, capture or process error
Screenshot
HTTP mode; no screenshot
Capture SHA-256
9ba29a8a4650c17178c7328a873d90b73ab124daba91c5422c3b8073aad51a16
Exact settings and attempt metadata

SeleniumBase

UTC start / finish
2026-09-29T21:28:56.634223+00:00 / 2026-09-29T21:29:00.578295+00:00
Original / final URL
https://news.ycombinator.com/
https://news.ycombinator.com/
Redirects
none
Status / content outcome
HTTP 200; all content checks met. Nonempty checked text.
Latency basis
0.955 s navigation; 2.965 s through DOM capture; 3.944 s total
Sampled process-tree PSS
580.908 MiB sampled peak; 35 samples
Capture
34,316 bytes; Complete serialized UTF-8 DOM
Checked text
3,807 characters; minimum 1000
Required word groups
hacker news: matched hacker news
points: matched points
comments: matched comments
Listing patterns
No additional pattern
Soft-block / gate phrases
No checked soft-block phrase / No checked gate phrase
Private capture inspection
Complete saved DOM met all unchanged required word groups, listing patterns and minimum text; not verified field extraction.
Errors
No navigation, capture or process error
Screenshot
Private viewport PNG SHA-256: 298351bed542c4596e3290e88df5d13cd9bfd56a73fc23e42be335387471a5ae
Capture SHA-256
48106bd4e82a5b57bd3156ca93b13c9cd18a3b5c4fdb4072c8c90d46e039ff1b
Exact settings and attempt metadata

wreq Python

UTC start / finish
2026-09-29T19:16:14.205913+00:00 / 2026-09-29T19:16:14.807252+00:00
Original / final URL
https://news.ycombinator.com/
https://news.ycombinator.com/
Redirects
none
Status / content outcome
HTTP 200; all content checks met. Nonempty checked text.
Latency basis
0.601 s HTTP body transfer
Sampled process-tree PSS
Not measured
Capture
34,693 bytes; Original client-decompressed HTTP body
Checked text
3,895 characters; minimum 1000
Required word groups
hacker news: matched hacker news
points: matched points
comments: matched comments
Listing patterns
No additional pattern
Soft-block / gate phrases
No checked soft-block phrase / No checked gate phrase
Private capture inspection
Saved HTML inspection confirmed required content and matching checks.
Errors
No navigation, capture or process error
Screenshot
HTTP mode; no screenshot
Capture SHA-256
fbb3dea0aeb69f3fb69f1f96206328dbfcc1ee5b3ec2b6defc21eb573500fb37
Exact settings and attempt metadata
Link to this twelve-tool target record
19. BBCcontentBotasaurus · HTTP 200usableCamoufox · HTTP 200usableCrawlee · HTTP 200usablecurl_cffi · HTTP 200usableLightpanda · HTTP 200usablePatchright · HTTP 200usablePlaywright · HTTP 200usablePuppeteer · HTTP 200usableScrapling · HTTP 200usableScrapy · HTTP 200usableSeleniumBase · HTTP 200usablewreq Python · HTTP 200usable

Required: Public news headlines and topic navigation. https://www.bbc.com/news

Puppeteer

UTC start / finish
2026-09-29T23:07:07.540Z / 2026-09-29T23:07:11.028Z
Original / final URL
https://www.bbc.com/news
https://www.bbc.com/news
Redirects
no http redirect observed
Status / content outcome
HTTP 200; all content checks met. Nonempty checked text.
Latency basis
0.9045810759999999 s navigation; 2.927 s through DOM capture; 3.487306956 s total
Sampled process-tree PSS
604.830 MiB sampled peak; 28 samples
Capture
332,981 bytes; Complete serialized UTF-8 DOM
Checked text
9,877 characters; minimum 1000
Required word groups
bbc: matched bbc
news: matched news
world / business: matched world, business
Listing patterns
No additional pattern
Soft-block / gate phrases
No checked soft-block phrase / No checked gate phrase
Private capture inspection
Saved serialized DOM rechecked offline with unchanged rules: usable. This does not prove rendered visibility, complete field extraction or interaction.
Errors
No navigation, capture or process error
Screenshot
Private viewport PNG SHA-256: c7cae1d922a7a7523b5429db866b3a7bb497266c437bb454eb1e667d0f309390
Capture SHA-256
345191e7ce1b5f74d2a848c7e4b14ba061ca0b6f17df5eb21f804e70f687dea7
Exact settings and attempt metadata

Botasaurus

UTC start / finish
2026-09-29T21:07:13.995559+00:00 / 2026-09-29T21:07:17.687746+00:00
Original / final URL
https://www.bbc.com/news
https://www.bbc.com/news
Redirects
none
Status / content outcome
HTTP 200; all content checks met. Nonempty checked text.
Latency basis
0.863 s navigation; 3.084 s through DOM capture; 3.692 s total
Sampled process-tree PSS
698.033 MiB sampled peak; 29 samples
Capture
332,753 bytes; Complete serialized UTF-8 DOM
Checked text
9,736 characters; minimum 1000
Required word groups
bbc: matched bbc
news: matched news
world / business: matched world, business
Listing patterns
No additional pattern
Soft-block / gate phrases
No checked soft-block phrase / No checked gate phrase
Private capture inspection
Complete saved DOM met all unchanged required word groups, listing patterns and minimum text; not verified field extraction.
Errors
No navigation, capture or process error
Screenshot
Private viewport PNG SHA-256: 853adc7ebb1d850fe9f6f9b333b8a5e18f5984a3f63e1f5378589d5e8ea19942
Capture SHA-256
7e709993d9a450b6ed6bcbb2feda7cad8cb88eb0d1bea798546cd8d647e575fb
Exact settings and attempt metadata

Camoufox

UTC start / finish
2026-09-29T19:56:18.473041+00:00 / 2026-09-29T19:56:29.756728+00:00
Original / final URL
https://www.bbc.com/news
https://www.bbc.com/news
Redirects
none
Status / content outcome
HTTP 200; all content checks met. Nonempty checked text.
Latency basis
3.103 s navigation; 6.113 s through DOM capture; 11.284 s total
Sampled process-tree PSS
1106.040 MiB sampled peak; 93 samples
Capture
335,585 bytes; Complete serialized UTF-8 DOM
Checked text
9,843 characters; minimum 1000
Required word groups
bbc: matched bbc
news: matched news
world / business: matched world, business
Listing patterns
No additional pattern
Soft-block / gate phrases
No checked soft-block phrase / No checked gate phrase
Private capture inspection
Private DOM inspected: the target-specific required groups and patterns are present with no checked soft block.
Errors
No navigation, capture or process error
Screenshot
Private viewport PNG SHA-256: 260e49f61f50fc52b612b3a737b51284acd698763e3f2bb7c5f118c9780fa144
Capture SHA-256
0d92f93dc9381370d82691c122b765eb7fc5a648ef53c3f8cff9010f9b7d579b
Exact settings and attempt metadata

Crawlee

UTC start / finish
2026-09-29T22:44:54.412Z / 2026-09-29T22:44:55.096Z
Original / final URL
https://www.bbc.com/news
https://www.bbc.com/news
Redirects
none
Status / content outcome
HTTP 200; all content checks met. Nonempty checked text.
Latency basis
0.600 s HTTP navigation, transfer and Cheerio parsing (or error completion)
Sampled process-tree PSS
97.702 MiB sampled peak; 19 samples
Capture
376,333 bytes; Complete client-decompressed HTTP body before Cheerio conversion
Checked text
9,627 characters; minimum 1000
Required word groups
bbc: matched bbc
news: matched news
world / business: matched world, business
Listing patterns
No additional pattern
Soft-block / gate phrases
No checked soft-block phrase / No checked gate phrase
Private capture inspection
Complete HTTP source body met frozen checks; no rendered visibility, browser interaction or complete field extraction verified.
Errors
No navigation, capture or process error
Screenshot
HTTP mode; no browser or screenshot
Capture SHA-256
c990c94b428145c2405ce23f186c298a1130f551f68e6eff37986bcb95f74de5
Exact settings and attempt metadata

curl_cffi

UTC start / finish
2026-09-29T21:53:43.671102+00:00 / 2026-09-29T21:53:43.886671+00:00
Original / final URL
https://www.bbc.com/news
https://www.bbc.com/news
Redirects
none
Status / content outcome
HTTP 200; all content checks met. Nonempty checked text.
Latency basis
0.213 s session.get body transfer; 0.216 s attempt
Sampled process-tree PSS
22.797 MiB sampled peak; 4 samples
Capture
376,267 bytes; Complete client-decompressed HTTP body
Checked text
9,591 characters; minimum 1000
Required word groups
bbc: matched bbc
news: matched news
world / business: matched world, business
Listing patterns
No additional pattern
Soft-block / gate phrases
No checked soft-block phrase / No checked gate phrase
Private capture inspection
Complete client-decompressed HTTP body met all unchanged word groups, listing patterns and minimum text. No JavaScript, rendered visibility or complete field extraction was verified.
Errors
No navigation, capture or process error
Screenshot
HTTP mode; no screenshot
Capture SHA-256
5fc14ec0db6665bae045f3a399670e558fff1d65774d19b7b24f95b3d7096e6b
Exact settings and attempt metadata

Lightpanda

UTC start / finish
2026-09-29T19:26:45.077197+00:00 / 2026-09-29T19:26:48.238658+00:00
Original / final URL
https://www.bbc.com/news
https://www.bbc.com/news
Redirects
none
Status / content outcome
HTTP 200; all content checks met. Nonempty checked text.
Latency basis
0.723 s navigation; 2.742 s through DOM capture; 3.161 s total
Sampled process-tree PSS
276.349 MiB sampled peak; 32 samples
Capture
329,370 bytes; Complete serialized UTF-8 DOM
Checked text
9,713 characters; minimum 1000
Required word groups
bbc: matched bbc
news: matched news
world / business: matched world, business
Listing patterns
No additional pattern
Soft-block / gate phrases
No checked soft-block phrase / No checked gate phrase
Private capture inspection
BBC news listing text meets the required checks.
Errors
No navigation, capture or process error
Screenshot
No saved screenshot
Capture SHA-256
4f9fca9938a98a214721109ec4fcfc928c5aea0ddfed8172e7babe48caa277ec
Exact settings and attempt metadata

Patchright

UTC start / finish
2026-09-29T19:40:50.670547+00:00 / 2026-09-29T19:40:54.477210+00:00
Original / final URL
https://www.bbc.com/news
https://www.bbc.com/news
Redirects
none
Status / content outcome
HTTP 200; all content checks met. Nonempty checked text.
Latency basis
0.772 s navigation; 2.817 s through DOM capture; 3.806 s total
Sampled process-tree PSS
728.920 MiB sampled peak; 30 samples
Capture
336,410 bytes; Complete serialized UTF-8 DOM
Checked text
9,845 characters; minimum 1000
Required word groups
bbc: matched bbc
news: matched news
world / business: matched world, business
Listing patterns
No additional pattern
Soft-block / gate phrases
No checked soft-block phrase / No checked gate phrase
Private capture inspection
BBC news listing content meets the frozen checks.
Errors
No navigation, capture or process error
Screenshot
Private viewport PNG SHA-256: 6c0d2900098988d46b1b642b0e1431013d338257407b43a942b25594c16be4be
Capture SHA-256
a767db82a78fb2333c689f3a7dd8e6db8d3e3e8eda3b6acf9b771f511ce85b6b
Exact settings and attempt metadata

Playwright

UTC start / finish
2026-09-29T22:26:46.634432+00:00 / 2026-09-29T22:26:50.037730+00:00
Original / final URL
https://www.bbc.com/news
https://www.bbc.com/news
Redirects
none
Status / content outcome
HTTP 200; all content checks met. Nonempty checked text.
Latency basis
0.561 s navigation; 2.590 s through DOM capture; 3.403 s total
Sampled process-tree PSS
695.521 MiB sampled peak; 28 samples
Capture
332,996 bytes; Complete serialized UTF-8 DOM
Checked text
9,799 characters; minimum 1000
Required word groups
bbc: matched bbc
news: matched news
world / business: matched world, business
Listing patterns
No additional pattern
Soft-block / gate phrases
No checked soft-block phrase / No checked gate phrase
Private capture inspection
Complete saved DOM met all unchanged word groups, listing patterns and minimum text. No complete field extraction was verified.
Errors
No navigation, capture or process error
Screenshot
Private viewport PNG SHA-256: c7cae1d922a7a7523b5429db866b3a7bb497266c437bb454eb1e667d0f309390
Capture SHA-256
bd4ba5a2f8dde6a2fadd8afdcbc5aac9e582cc9512f2b58773db35866b3d07a9
Exact settings and attempt metadata

Scrapling

UTC start / finish
2026-09-29T20:07:35.306851+00:00 / 2026-09-29T20:07:35.556464+00:00
Original / final URL
https://www.bbc.com/news
https://www.bbc.com/news
Redirects
none
Status / content outcome
HTTP 200; all content checks met. Nonempty checked text.
Latency basis
0.248 s body transfer and selector construction
Sampled process-tree PSS
38.813 MiB sampled peak; 6 samples
Capture
381,206 bytes; Complete client-decompressed HTTP body
Checked text
9,642 characters; minimum 1000
Required word groups
bbc: matched bbc
news: matched news
world / business: matched world, business
Listing patterns
No additional pattern
Soft-block / gate phrases
No checked soft-block phrase / No checked gate phrase
Private capture inspection
Private source body inspected: target-specific groups and listing patterns are present, with no checked soft block. Source-text checks do not establish full extraction or interaction.
Errors
No navigation, capture or process error
Screenshot
HTTP mode; no screenshot
Capture SHA-256
ed694ff76253f26a8b0b563dfee9c58046daefe2b4e6f334aceddd8df7fd6306
Exact settings and attempt metadata

Scrapy

UTC start / finish
2026-09-29T22:08:55.245804+00:00 / 2026-09-29T22:08:56.068259+00:00
Original / final URL
https://www.bbc.com/news
https://www.bbc.com/news
Redirects
none
Status / content outcome
HTTP 200; all content checks met. Nonempty checked text.
Latency basis
0.195 s initial request scheduling through response/errback; 0.822 s worker attempt
Sampled process-tree PSS
61.296 MiB sampled peak; 12 samples
Capture
376,312 bytes; Complete client-decompressed Spider response
Checked text
9,605 characters; minimum 1000
Required word groups
bbc: matched bbc
news: matched news
world / business: matched world, business
Listing patterns
No additional pattern
Soft-block / gate phrases
No checked soft-block phrase / No checked gate phrase
Private capture inspection
Complete client-decompressed Spider response met every unchanged word group, listing pattern and minimum text. No rendered visibility or complete field extraction was verified.
Errors
No navigation, capture or process error
Screenshot
HTTP mode; no screenshot
Capture SHA-256
964c067ea02bfaaadaaff4d91868193cd47b3c7bb22ebc04ce662886dafeff63
Exact settings and attempt metadata

SeleniumBase

UTC start / finish
2026-09-29T21:29:03.363960+00:00 / 2026-09-29T21:29:06.889956+00:00
Original / final URL
https://www.bbc.com/news
https://www.bbc.com/news
Redirects
none
Status / content outcome
HTTP 200; all content checks met. Nonempty checked text.
Latency basis
0.477 s navigation; 2.528 s through DOM capture; 3.526 s total
Sampled process-tree PSS
763.209 MiB sampled peak; 31 samples
Capture
335,810 bytes; Complete serialized UTF-8 DOM
Checked text
9,859 characters; minimum 1000
Required word groups
bbc: matched bbc
news: matched news
world / business: matched world, business
Listing patterns
No additional pattern
Soft-block / gate phrases
No checked soft-block phrase / No checked gate phrase
Private capture inspection
Complete saved DOM met all unchanged required word groups, listing patterns and minimum text; not verified field extraction.
Errors
No navigation, capture or process error
Screenshot
Private viewport PNG SHA-256: f7b47296e40cd16203957b643656e0c2d9e4cab4c4ee3837023b6bdb4365a88f
Capture SHA-256
2e9badf0ddcadd168c7a06a27959287a04a72acdb4c187bc7299581bbfdbd776
Exact settings and attempt metadata

wreq Python

UTC start / finish
2026-09-29T19:16:16.824151+00:00 / 2026-09-29T19:16:17.131244+00:00
Original / final URL
https://www.bbc.com/news
https://www.bbc.com/news
Redirects
none
Status / content outcome
HTTP 200; all content checks met. Nonempty checked text.
Latency basis
0.307 s HTTP body transfer
Sampled process-tree PSS
Not measured
Capture
381,002 bytes; Original client-decompressed HTTP body
Checked text
9,639 characters; minimum 1000
Required word groups
bbc: matched bbc
news: matched news
world / business: matched world, business
Listing patterns
No additional pattern
Soft-block / gate phrases
No checked soft-block phrase / No checked gate phrase
Private capture inspection
Saved HTML inspection confirmed required content and matching checks.
Errors
No navigation, capture or process error
Screenshot
HTTP mode; no screenshot
Capture SHA-256
8117a71a84e08a190383621f802430df29903e92a7d469a95720d01713a32a96
Exact settings and attempt metadata
Link to this twelve-tool target record
20. arXivcontentBotasaurus · HTTP 200usableCamoufox · HTTP 200usableCrawlee · HTTP 200usablecurl_cffi · HTTP 200usableLightpanda · HTTP 403http access deniedPatchright · HTTP 200usablePlaywright · HTTP 200usablePuppeteer · HTTP 200usableScrapling · HTTP 200usableScrapy · HTTP 200usableSeleniumBase · HTTP 200usablewreq Python · HTTP 200usable

Required: Recent Computer Science papers with subject metadata. https://arxiv.org/list/cs/recent

Puppeteer

UTC start / finish
2026-09-29T23:07:13.303Z / 2026-09-29T23:07:16.186Z
Original / final URL
https://arxiv.org/list/cs/recent
https://arxiv.org/list/cs/recent
Redirects
no http redirect observed
Status / content outcome
HTTP 200; all content checks met. Nonempty checked text.
Latency basis
0.391327938 s navigation; 2.401 s through DOM capture; 2.882969301 s total
Sampled process-tree PSS
460.010 MiB sampled peak; 24 samples
Capture
108,267 bytes; Complete serialized UTF-8 DOM
Checked text
16,901 characters; minimum 1500
Required word groups
computer science: matched computer science
subjects:: matched subjects:
Listing patterns
No additional pattern
Soft-block / gate phrases
No checked soft-block phrase / No checked gate phrase
Private capture inspection
Saved serialized DOM rechecked offline with unchanged rules: usable. This does not prove rendered visibility, complete field extraction or interaction.
Errors
No navigation, capture or process error
Screenshot
Private viewport PNG SHA-256: 5f65d62d28fcf837389ed392ff6be0ff56ac72358452d139cad96828be727a73
Capture SHA-256
cb337084a529dccafef7bb538cd9bb01f47b397ed8245e001375fb4189e67943
Exact settings and attempt metadata

Botasaurus

UTC start / finish
2026-09-29T21:07:20.274611+00:00 / 2026-09-29T21:07:23.704847+00:00
Original / final URL
https://arxiv.org/list/cs/recent
https://arxiv.org/list/cs/recent
Redirects
none
Status / content outcome
HTTP 200; all content checks met. Nonempty checked text.
Latency basis
0.662 s navigation; 2.828 s through DOM capture; 3.43 s total
Sampled process-tree PSS
578.302 MiB sampled peak; 29 samples
Capture
108,267 bytes; Complete serialized UTF-8 DOM
Checked text
16,901 characters; minimum 1500
Required word groups
computer science: matched computer science
subjects:: matched subjects:
Listing patterns
No additional pattern
Soft-block / gate phrases
No checked soft-block phrase / No checked gate phrase
Private capture inspection
Complete saved DOM met all unchanged required word groups, listing patterns and minimum text; not verified field extraction.
Errors
No navigation, capture or process error
Screenshot
Private viewport PNG SHA-256: 6635924274ea2579d305d5a29940dea77b742505fdaeff793f4dd31b4070aa69
Capture SHA-256
cb337084a529dccafef7bb538cd9bb01f47b397ed8245e001375fb4189e67943
Exact settings and attempt metadata

Camoufox

UTC start / finish
2026-09-29T19:56:32.589760+00:00 / 2026-09-29T19:56:38.724789+00:00
Original / final URL
https://arxiv.org/list/cs/recent
https://arxiv.org/list/cs/recent
Redirects
none
Status / content outcome
HTTP 200; all content checks met. Nonempty checked text.
Latency basis
0.894 s navigation; 2.905 s through DOM capture; 6.135 s total
Sampled process-tree PSS
875.290 MiB sampled peak; 58 samples
Capture
98,937 bytes; Complete serialized UTF-8 DOM
Checked text
16,898 characters; minimum 1500
Required word groups
computer science: matched computer science
subjects:: matched subjects:
Listing patterns
No additional pattern
Soft-block / gate phrases
No checked soft-block phrase / No checked gate phrase
Private capture inspection
Private DOM inspected: the target-specific required groups and patterns are present with no checked soft block.
Errors
No navigation, capture or process error
Screenshot
Private viewport PNG SHA-256: 7f6900c3b68af757369b4edf12649588659c8030f57ee71ae48bb26f9b5e8a8a
Capture SHA-256
9f9e451ed3e44ba3101b94ab31e609e9dfcde218f6909dd638f912149673d9fc
Exact settings and attempt metadata

Crawlee

UTC start / finish
2026-09-29T22:44:58.430Z / 2026-09-29T22:44:59.089Z
Original / final URL
https://arxiv.org/list/cs/recent
https://arxiv.org/list/cs/recent
Redirects
none
Status / content outcome
HTTP 200; all content checks met. Nonempty checked text.
Latency basis
0.562 s HTTP navigation, transfer and Cheerio parsing (or error completion)
Sampled process-tree PSS
99.602 MiB sampled peak; 19 samples
Capture
97,480 bytes; Complete client-decompressed HTTP body before Cheerio conversion
Checked text
16,898 characters; minimum 1500
Required word groups
computer science: matched computer science
subjects:: matched subjects:
Listing patterns
No additional pattern
Soft-block / gate phrases
No checked soft-block phrase / No checked gate phrase
Private capture inspection
Complete HTTP source body met frozen checks; no rendered visibility, browser interaction or complete field extraction verified.
Errors
No navigation, capture or process error
Screenshot
HTTP mode; no browser or screenshot
Capture SHA-256
b1de1feefecddc4ea113b631684531e8e98358cc55f85f080167f7d0fe78a275
Exact settings and attempt metadata

curl_cffi

UTC start / finish
2026-09-29T21:53:46.097747+00:00 / 2026-09-29T21:53:46.256939+00:00
Original / final URL
https://arxiv.org/list/cs/recent
https://arxiv.org/list/cs/recent
Redirects
none
Status / content outcome
HTTP 200; all content checks met. Nonempty checked text.
Latency basis
0.157 s session.get body transfer; 0.159 s attempt
Sampled process-tree PSS
22.170 MiB sampled peak; 3 samples
Capture
97,480 bytes; Complete client-decompressed HTTP body
Checked text
16,898 characters; minimum 1500
Required word groups
computer science: matched computer science
subjects:: matched subjects:
Listing patterns
No additional pattern
Soft-block / gate phrases
No checked soft-block phrase / No checked gate phrase
Private capture inspection
Complete client-decompressed HTTP body met all unchanged word groups, listing patterns and minimum text. No JavaScript, rendered visibility or complete field extraction was verified.
Errors
No navigation, capture or process error
Screenshot
HTTP mode; no screenshot
Capture SHA-256
b1de1feefecddc4ea113b631684531e8e98358cc55f85f080167f7d0fe78a275
Exact settings and attempt metadata

Lightpanda

UTC start / finish
2026-09-29T19:26:50.465507+00:00 / 2026-09-29T19:26:53.010991+00:00
Original / final URL
https://arxiv.org/list/cs/recent
https://arxiv.org/list/cs/recent
Redirects
none
Status / content outcome
HTTP 403; http access denied. Nonempty checked text.
Latency basis
0.116 s navigation; 2.121 s through DOM capture; 2.545 s total
Sampled process-tree PSS
169.268 MiB sampled peak; 26 samples
Capture
380 bytes; Complete serialized UTF-8 DOM
Checked text
119 characters; minimum 1500
Required word groups
computer science: missing
subjects:: missing
Listing patterns
No additional pattern
Soft-block / gate phrases
No checked soft-block phrase / No checked gate phrase
Private capture inspection
HTTP 403 Forbidden response; no search results.
Errors
No navigation, capture or process error
Screenshot
No saved screenshot
Capture SHA-256
b5f5e50590c8d71010cafbe1ac32be86d499fd3e7ee5c85e72071c2c2559775d
Exact settings and attempt metadata

Patchright

UTC start / finish
2026-09-29T19:40:56.799977+00:00 / 2026-09-29T19:41:00.041296+00:00
Original / final URL
https://arxiv.org/list/cs/recent
https://arxiv.org/list/cs/recent
Redirects
none
Status / content outcome
HTTP 200; all content checks met. Nonempty checked text.
Latency basis
0.368 s navigation; 2.386 s through DOM capture; 3.241 s total
Sampled process-tree PSS
582.452 MiB sampled peak; 27 samples
Capture
108,267 bytes; Complete serialized UTF-8 DOM
Checked text
16,901 characters; minimum 1500
Required word groups
computer science: matched computer science
subjects:: matched subjects:
Listing patterns
No additional pattern
Soft-block / gate phrases
No checked soft-block phrase / No checked gate phrase
Private capture inspection
HTTP 200 with computer-science submission titles and subject labels; private screenshot confirms the listing. Earlier Lightpanda returned 403, while corrected wreq passed.
Errors
No navigation, capture or process error
Screenshot
Private viewport PNG SHA-256: 5f65d62d28fcf837389ed392ff6be0ff56ac72358452d139cad96828be727a73
Capture SHA-256
cb337084a529dccafef7bb538cd9bb01f47b397ed8245e001375fb4189e67943
Exact settings and attempt metadata

Playwright

UTC start / finish
2026-09-29T22:26:52.289275+00:00 / 2026-09-29T22:26:55.471904+00:00
Original / final URL
https://arxiv.org/list/cs/recent
https://arxiv.org/list/cs/recent
Redirects
none
Status / content outcome
HTTP 200; all content checks met. Nonempty checked text.
Latency basis
0.377 s navigation; 2.390 s through DOM capture; 3.182 s total
Sampled process-tree PSS
593.078 MiB sampled peak; 27 samples
Capture
108,267 bytes; Complete serialized UTF-8 DOM
Checked text
16,901 characters; minimum 1500
Required word groups
computer science: matched computer science
subjects:: matched subjects:
Listing patterns
No additional pattern
Soft-block / gate phrases
No checked soft-block phrase / No checked gate phrase
Private capture inspection
Complete saved DOM met all unchanged word groups, listing patterns and minimum text. No complete field extraction was verified.
Errors
No navigation, capture or process error
Screenshot
Private viewport PNG SHA-256: 5f65d62d28fcf837389ed392ff6be0ff56ac72358452d139cad96828be727a73
Capture SHA-256
cb337084a529dccafef7bb538cd9bb01f47b397ed8245e001375fb4189e67943
Exact settings and attempt metadata

Scrapling

UTC start / finish
2026-09-29T20:07:37.935649+00:00 / 2026-09-29T20:07:38.108696+00:00
Original / final URL
https://arxiv.org/list/cs/recent
https://arxiv.org/list/cs/recent
Redirects
none
Status / content outcome
HTTP 200; all content checks met. Nonempty checked text.
Latency basis
0.172 s body transfer and selector construction
Sampled process-tree PSS
37.628 MiB sampled peak; 5 samples
Capture
97,480 bytes; Complete client-decompressed HTTP body
Checked text
16,898 characters; minimum 1500
Required word groups
computer science: matched computer science
subjects:: matched subjects:
Listing patterns
No additional pattern
Soft-block / gate phrases
No checked soft-block phrase / No checked gate phrase
Private capture inspection
Private source body inspected: target-specific groups and listing patterns are present, with no checked soft block. Source-text checks do not establish full extraction or interaction.
Errors
No navigation, capture or process error
Screenshot
HTTP mode; no screenshot
Capture SHA-256
b1de1feefecddc4ea113b631684531e8e98358cc55f85f080167f7d0fe78a275
Exact settings and attempt metadata

Scrapy

UTC start / finish
2026-09-29T22:08:58.484575+00:00 / 2026-09-29T22:08:59.266143+00:00
Original / final URL
https://arxiv.org/list/cs/recent
https://arxiv.org/list/cs/recent
Redirects
none
Status / content outcome
HTTP 200; all content checks met. Nonempty checked text.
Latency basis
0.175 s initial request scheduling through response/errback; 0.782 s worker attempt
Sampled process-tree PSS
61.241 MiB sampled peak; 12 samples
Capture
97,480 bytes; Complete client-decompressed Spider response
Checked text
16,898 characters; minimum 1500
Required word groups
computer science: matched computer science
subjects:: matched subjects:
Listing patterns
No additional pattern
Soft-block / gate phrases
No checked soft-block phrase / No checked gate phrase
Private capture inspection
Complete client-decompressed Spider response met every unchanged word group, listing pattern and minimum text. No rendered visibility or complete field extraction was verified.
Errors
No navigation, capture or process error
Screenshot
HTTP mode; no screenshot
Capture SHA-256
b1de1feefecddc4ea113b631684531e8e98358cc55f85f080167f7d0fe78a275
Exact settings and attempt metadata

SeleniumBase

UTC start / finish
2026-09-29T21:29:09.619643+00:00 / 2026-09-29T21:29:12.990586+00:00
Original / final URL
https://arxiv.org/list/cs/recent
https://arxiv.org/list/cs/recent
Redirects
none
Status / content outcome
HTTP 200; all content checks met. Nonempty checked text.
Latency basis
0.4 s navigation; 2.421 s through DOM capture; 3.371 s total
Sampled process-tree PSS
614.894 MiB sampled peak; 31 samples
Capture
108,252 bytes; Complete serialized UTF-8 DOM
Checked text
16,901 characters; minimum 1500
Required word groups
computer science: matched computer science
subjects:: matched subjects:
Listing patterns
No additional pattern
Soft-block / gate phrases
No checked soft-block phrase / No checked gate phrase
Private capture inspection
Complete saved DOM met all unchanged required word groups, listing patterns and minimum text; not verified field extraction.
Errors
No navigation, capture or process error
Screenshot
Private viewport PNG SHA-256: ce46d10beb3e52fc561539eb7ed5ca02a503527759d61f3b8a2cf26c51b3d074
Capture SHA-256
85a3e3df14156effff03f00fb19f16a77f3bcb7178018792d989795cf45ca72b
Exact settings and attempt metadata

wreq Python

UTC start / finish
2026-09-29T19:16:19.149774+00:00 / 2026-09-29T19:16:19.380645+00:00
Original / final URL
https://arxiv.org/list/cs/recent
https://arxiv.org/list/cs/recent
Redirects
none
Status / content outcome
HTTP 200; all content checks met. Nonempty checked text.
Latency basis
0.231 s HTTP body transfer
Sampled process-tree PSS
Not measured
Capture
97,480 bytes; Original client-decompressed HTTP body
Checked text
16,898 characters; minimum 1500
Required word groups
computer science: matched computer science
subjects:: matched subjects:
Listing patterns
No additional pattern
Soft-block / gate phrases
No checked soft-block phrase / No checked gate phrase
Private capture inspection
Saved HTML inspection confirmed required content and matching checks.
Errors
No navigation, capture or process error
Screenshot
HTTP mode; no screenshot
Capture SHA-256
b1de1feefecddc4ea113b631684531e8e98358cc55f85f080167f7d0fe78a275
Exact settings and attempt metadata
Link to this twelve-tool target record
21. Project GutenbergcontentBotasaurus · HTTP 200usableCamoufox · HTTP 200usableCrawlee · HTTP 200usablecurl_cffi · HTTP 200usableLightpanda · HTTP 200usablePatchright · HTTP 200usablePlaywright · HTTP 200usablePuppeteer · HTTP 200usableScrapling · HTTP 200usableScrapy · HTTP 200usableSeleniumBase · HTTP 200usablewreq Python · HTTP 200usable

Required: Pride and Prejudice book description with author. https://www.gutenberg.org/ebooks/1342

Puppeteer

UTC start / finish
2026-09-29T23:07:18.527Z / 2026-09-29T23:07:21.954Z
Original / final URL
https://www.gutenberg.org/ebooks/1342
https://www.gutenberg.org/ebooks/1342
Redirects
no http redirect observed
Status / content outcome
HTTP 200; all content checks met. Nonempty checked text.
Latency basis
0.8502419649999999 s navigation; 2.854 s through DOM capture; 3.427366493 s total
Sampled process-tree PSS
433.323 MiB sampled peak; 30 samples
Capture
24,898 bytes; Complete serialized UTF-8 DOM
Checked text
2,589 characters; minimum 500
Required word groups
pride and prejudice: matched pride and prejudice
jane austen: matched jane austen
Listing patterns
No additional pattern
Soft-block / gate phrases
No checked soft-block phrase / No checked gate phrase
Private capture inspection
Saved serialized DOM rechecked offline with unchanged rules: usable. This does not prove rendered visibility, complete field extraction or interaction.
Errors
No navigation, capture or process error
Screenshot
Private viewport PNG SHA-256: b0a169299d5735b47dd9565696e019831713f68ccd3ac91474a8ed6b7e69a2e9
Capture SHA-256
3a86284dc47ac26a08a5c90b86b36d51e2e4f107711937b179ea5fe093b438ff
Exact settings and attempt metadata

Botasaurus

UTC start / finish
2026-09-29T21:07:26.274871+00:00 / 2026-09-29T21:07:29.957735+00:00
Original / final URL
https://www.gutenberg.org/ebooks/1342
https://www.gutenberg.org/ebooks/1342
Redirects
none
Status / content outcome
HTTP 200; all content checks met. Nonempty checked text.
Latency basis
1.044 s navigation; 3.079 s through DOM capture; 3.683 s total
Sampled process-tree PSS
550.810 MiB sampled peak; 30 samples
Capture
24,897 bytes; Complete serialized UTF-8 DOM
Checked text
2,588 characters; minimum 500
Required word groups
pride and prejudice: matched pride and prejudice
jane austen: matched jane austen
Listing patterns
No additional pattern
Soft-block / gate phrases
No checked soft-block phrase / No checked gate phrase
Private capture inspection
Complete saved DOM met all unchanged required word groups, listing patterns and minimum text; not verified field extraction.
Errors
No navigation, capture or process error
Screenshot
Private viewport PNG SHA-256: fcc3c24db8d165421a6faba56c1fd910e89df4ba4923ea5000262dd1d91722f3
Capture SHA-256
cee43d5099b3044eab1304e01c6080f388e2c38d59d7b0495aeb1ea191eab9c0
Exact settings and attempt metadata

Camoufox

UTC start / finish
2026-09-29T19:56:41.479377+00:00 / 2026-09-29T19:56:54.478496+00:00
Original / final URL
https://www.gutenberg.org/ebooks/1342
https://www.gutenberg.org/ebooks/1342
Redirects
none
Status / content outcome
HTTP 200; all content checks met. Nonempty checked text.
Latency basis
3.882 s navigation; 6.123 s through DOM capture; 12.999 s total
Sampled process-tree PSS
912.214 MiB sampled peak; 109 samples
Capture
24,691 bytes; Complete serialized UTF-8 DOM
Checked text
2,588 characters; minimum 500
Required word groups
pride and prejudice: matched pride and prejudice
jane austen: matched jane austen
Listing patterns
No additional pattern
Soft-block / gate phrases
No checked soft-block phrase / No checked gate phrase
Private capture inspection
Private DOM inspected: the target-specific required groups and patterns are present with no checked soft block.
Errors
No navigation, capture or process error
Screenshot
Private viewport PNG SHA-256: 8a4b79f3f805bd030fdc285ddc4a9f7fc06f7954339b45d566f822fee9b5046a
Capture SHA-256
42bf0523bb0f28e682f8b754bc1a14d3bd4dc1594cfc9a42750f8fe1cd133774
Exact settings and attempt metadata

Crawlee

UTC start / finish
2026-09-29T22:45:02.390Z / 2026-09-29T22:45:03.567Z
Original / final URL
https://www.gutenberg.org/ebooks/1342
https://www.gutenberg.org/ebooks/1342
Redirects
none
Status / content outcome
HTTP 200; all content checks met. Nonempty checked text.
Latency basis
1.091 s HTTP navigation, transfer and Cheerio parsing (or error completion)
Sampled process-tree PSS
89.914 MiB sampled peak; 24 samples
Capture
24,862 bytes; Complete client-decompressed HTTP body before Cheerio conversion
Checked text
2,588 characters; minimum 500
Required word groups
pride and prejudice: matched pride and prejudice
jane austen: matched jane austen
Listing patterns
No additional pattern
Soft-block / gate phrases
No checked soft-block phrase / No checked gate phrase
Private capture inspection
Complete HTTP source body met frozen checks; no rendered visibility, browser interaction or complete field extraction verified.
Errors
No navigation, capture or process error
Screenshot
HTTP mode; no browser or screenshot
Capture SHA-256
c45c33ed150dc069a8c30f684d607fb55d6d9aff6bf3af1107604eca943245ff
Exact settings and attempt metadata

curl_cffi

UTC start / finish
2026-09-29T21:53:48.414517+00:00 / 2026-09-29T21:53:49.125073+00:00
Original / final URL
https://www.gutenberg.org/ebooks/1342
https://www.gutenberg.org/ebooks/1342
Redirects
none
Status / content outcome
HTTP 200; all content checks met. Nonempty checked text.
Latency basis
0.709 s session.get body transfer; 0.711 s attempt
Sampled process-tree PSS
22.274 MiB sampled peak; 9 samples
Capture
24,862 bytes; Complete client-decompressed HTTP body
Checked text
2,588 characters; minimum 500
Required word groups
pride and prejudice: matched pride and prejudice
jane austen: matched jane austen
Listing patterns
No additional pattern
Soft-block / gate phrases
No checked soft-block phrase / No checked gate phrase
Private capture inspection
Complete client-decompressed HTTP body met all unchanged word groups, listing patterns and minimum text. No JavaScript, rendered visibility or complete field extraction was verified.
Errors
No navigation, capture or process error
Screenshot
HTTP mode; no screenshot
Capture SHA-256
764ca589880f2890c381cb1146e7f663a3d2f3c9731bce9fe662e67e0ab31f36
Exact settings and attempt metadata

Lightpanda

UTC start / finish
2026-09-29T19:26:55.189541+00:00 / 2026-09-29T19:26:58.165469+00:00
Original / final URL
https://www.gutenberg.org/ebooks/1342
https://www.gutenberg.org/ebooks/1342
Redirects
none
Status / content outcome
HTTP 200; all content checks met. Nonempty checked text.
Latency basis
0.549 s navigation; 2.556 s through DOM capture; 2.976 s total
Sampled process-tree PSS
170.442 MiB sampled peak; 30 samples
Capture
24,691 bytes; Complete serialized UTF-8 DOM
Checked text
2,588 characters; minimum 500
Required word groups
pride and prejudice: matched pride and prejudice
jane austen: matched jane austen
Listing patterns
No additional pattern
Soft-block / gate phrases
No checked soft-block phrase / No checked gate phrase
Private capture inspection
Pride and Prejudice title, Jane Austen and book/download-page content are present.
Errors
No navigation, capture or process error
Screenshot
No saved screenshot
Capture SHA-256
42bf0523bb0f28e682f8b754bc1a14d3bd4dc1594cfc9a42750f8fe1cd133774
Exact settings and attempt metadata

Patchright

UTC start / finish
2026-09-29T19:41:02.246395+00:00 / 2026-09-29T19:41:06.023342+00:00
Original / final URL
https://www.gutenberg.org/ebooks/1342
https://www.gutenberg.org/ebooks/1342
Redirects
none
Status / content outcome
HTTP 200; all content checks met. Nonempty checked text.
Latency basis
0.906 s navigation; 2.917 s through DOM capture; 3.777 s total
Sampled process-tree PSS
563.308 MiB sampled peak; 31 samples
Capture
24,691 bytes; Complete serialized UTF-8 DOM
Checked text
2,588 characters; minimum 500
Required word groups
pride and prejudice: matched pride and prejudice
jane austen: matched jane austen
Listing patterns
No additional pattern
Soft-block / gate phrases
No checked soft-block phrase / No checked gate phrase
Private capture inspection
Pride and Prejudice, Jane Austen and the book/download-page content meet the preset checks.
Errors
No navigation, capture or process error
Screenshot
Private viewport PNG SHA-256: 51395a0c0fbe6149fac4a90d5485667bd311289d315352a53fc8ade33d74a6b5
Capture SHA-256
42bf0523bb0f28e682f8b754bc1a14d3bd4dc1594cfc9a42750f8fe1cd133774
Exact settings and attempt metadata

Playwright

UTC start / finish
2026-09-29T22:26:57.723795+00:00 / 2026-09-29T22:27:01.426408+00:00
Original / final URL
https://www.gutenberg.org/ebooks/1342
https://www.gutenberg.org/ebooks/1342
Redirects
none
Status / content outcome
HTTP 200; all content checks met. Nonempty checked text.
Latency basis
0.809 s navigation; 2.817 s through DOM capture; 3.702 s total
Sampled process-tree PSS
555.588 MiB sampled peak; 31 samples
Capture
24,691 bytes; Complete serialized UTF-8 DOM
Checked text
2,588 characters; minimum 500
Required word groups
pride and prejudice: matched pride and prejudice
jane austen: matched jane austen
Listing patterns
No additional pattern
Soft-block / gate phrases
No checked soft-block phrase / No checked gate phrase
Private capture inspection
Complete saved DOM met all unchanged word groups, listing patterns and minimum text. No complete field extraction was verified.
Errors
No navigation, capture or process error
Screenshot
Private viewport PNG SHA-256: b0a169299d5735b47dd9565696e019831713f68ccd3ac91474a8ed6b7e69a2e9
Capture SHA-256
040c50bf57a3295b6d36dca88710253ac02bb9ba9a36fe17d313f0297e048409
Exact settings and attempt metadata

Scrapling

UTC start / finish
2026-09-29T20:07:40.454371+00:00 / 2026-09-29T20:07:40.993241+00:00
Original / final URL
https://www.gutenberg.org/ebooks/1342
https://www.gutenberg.org/ebooks/1342
Redirects
none
Status / content outcome
HTTP 200; all content checks met. Nonempty checked text.
Latency basis
0.538 s body transfer and selector construction
Sampled process-tree PSS
36.290 MiB sampled peak; 8 samples
Capture
24,862 bytes; Complete client-decompressed HTTP body
Checked text
2,588 characters; minimum 500
Required word groups
pride and prejudice: matched pride and prejudice
jane austen: matched jane austen
Listing patterns
No additional pattern
Soft-block / gate phrases
No checked soft-block phrase / No checked gate phrase
Private capture inspection
Private source body inspected: target-specific groups and listing patterns are present, with no checked soft block. Source-text checks do not establish full extraction or interaction.
Errors
No navigation, capture or process error
Screenshot
HTTP mode; no screenshot
Capture SHA-256
764ca589880f2890c381cb1146e7f663a3d2f3c9731bce9fe662e67e0ab31f36
Exact settings and attempt metadata

Scrapy

UTC start / finish
2026-09-29T22:09:01.725290+00:00 / 2026-09-29T22:09:02.987577+00:00
Original / final URL
https://www.gutenberg.org/ebooks/1342
https://www.gutenberg.org/ebooks/1342
Redirects
none
Status / content outcome
HTTP 200; all content checks met. Nonempty checked text.
Latency basis
0.528 s initial request scheduling through response/errback; 1.262 s worker attempt
Sampled process-tree PSS
61.826 MiB sampled peak; 16 samples
Capture
24,862 bytes; Complete client-decompressed Spider response
Checked text
2,588 characters; minimum 500
Required word groups
pride and prejudice: matched pride and prejudice
jane austen: matched jane austen
Listing patterns
No additional pattern
Soft-block / gate phrases
No checked soft-block phrase / No checked gate phrase
Private capture inspection
Complete client-decompressed Spider response met every unchanged word group, listing pattern and minimum text. No rendered visibility or complete field extraction was verified.
Errors
No navigation, capture or process error
Screenshot
HTTP mode; no screenshot
Capture SHA-256
c45c33ed150dc069a8c30f684d607fb55d6d9aff6bf3af1107604eca943245ff
Exact settings and attempt metadata

SeleniumBase

UTC start / finish
2026-09-29T21:29:15.760154+00:00 / 2026-09-29T21:29:19.724220+00:00
Original / final URL
https://www.gutenberg.org/ebooks/1342
https://www.gutenberg.org/ebooks/1342
Redirects
none
Status / content outcome
HTTP 200; all content checks met. Nonempty checked text.
Latency basis
1.043 s navigation; 3.052 s through DOM capture; 3.964 s total
Sampled process-tree PSS
588.585 MiB sampled peak; 35 samples
Capture
24,676 bytes; Complete serialized UTF-8 DOM
Checked text
2,588 characters; minimum 500
Required word groups
pride and prejudice: matched pride and prejudice
jane austen: matched jane austen
Listing patterns
No additional pattern
Soft-block / gate phrases
No checked soft-block phrase / No checked gate phrase
Private capture inspection
Complete saved DOM met all unchanged required word groups, listing patterns and minimum text; not verified field extraction.
Errors
No navigation, capture or process error
Screenshot
Private viewport PNG SHA-256: cb75e7a79e3afa577de3df09b7930eb63b90d8f7d4a707b0c809727e7d9199de
Capture SHA-256
d04e724dc17282ab0272c7ae2ee8ee0c294587bdaf78e4eb6b3f67e09813b84d
Exact settings and attempt metadata

wreq Python

UTC start / finish
2026-09-29T19:16:21.398459+00:00 / 2026-09-29T19:16:22.021726+00:00
Original / final URL
https://www.gutenberg.org/ebooks/1342
https://www.gutenberg.org/ebooks/1342
Redirects
none
Status / content outcome
HTTP 200; all content checks met. Nonempty checked text.
Latency basis
0.623 s HTTP body transfer
Sampled process-tree PSS
Not measured
Capture
24,862 bytes; Original client-decompressed HTTP body
Checked text
2,588 characters; minimum 500
Required word groups
pride and prejudice: matched pride and prejudice
jane austen: matched jane austen
Listing patterns
No additional pattern
Soft-block / gate phrases
No checked soft-block phrase / No checked gate phrase
Private capture inspection
Saved HTML inspection confirmed required content and matching checks.
Errors
No navigation, capture or process error
Screenshot
HTTP mode; no screenshot
Capture SHA-256
94b755665adca2f5f4b060287f9fecb33d596f61d6bd41457db899c6347b7923
Exact settings and attempt metadata
Link to this twelve-tool target record
22. GOV.UKcontentBotasaurus · HTTP 200usableCamoufox · HTTP 200usableCrawlee · HTTP 200usablecurl_cffi · HTTP 200usableLightpanda · HTTP 200usablePatchright · HTTP 200usablePlaywright · HTTP 200usablePuppeteer · HTTP 200usableScrapling · HTTP 200usableScrapy · HTTP 200usableSeleniumBase · HTTP 200usablewreq Python · HTTP 200usable

Required: UK bank holiday dates for England and Wales. https://www.gov.uk/bank-holidays

Puppeteer

UTC start / finish
2026-09-29T23:07:24.213Z / 2026-09-29T23:07:27.523Z
Original / final URL
https://www.gov.uk/bank-holidays
https://www.gov.uk/bank-holidays
Redirects
no http redirect observed
Status / content outcome
HTTP 200; all content checks met. Nonempty checked text.
Latency basis
0.6990518990000001 s navigation; 2.715 s through DOM capture; 3.310433213 s total
Sampled process-tree PSS
475.223 MiB sampled peak; 27 samples
Capture
187,194 bytes; Complete serialized UTF-8 DOM
Checked text
17,766 characters; minimum 500
Required word groups
uk bank holidays: matched uk bank holidays
england and wales: matched england and wales
christmas day: matched christmas day
Listing patterns
No additional pattern
Soft-block / gate phrases
No checked soft-block phrase / No checked gate phrase
Private capture inspection
Saved serialized DOM rechecked offline with unchanged rules: usable. This does not prove rendered visibility, complete field extraction or interaction.
Errors
No navigation, capture or process error
Screenshot
Private viewport PNG SHA-256: 9a7e93c5b91a05c6e748f5826c877a45543ed285b36fabe8799b38b3dd60c930
Capture SHA-256
220804e91e61f5ffbeae6db56d2230e9cfca4df9bdd7f47505bc9fcd33e50a85
Exact settings and attempt metadata

Botasaurus

UTC start / finish
2026-09-29T21:07:32.495350+00:00 / 2026-09-29T21:07:36.009926+00:00
Original / final URL
https://www.gov.uk/bank-holidays
https://www.gov.uk/bank-holidays
Redirects
none
Status / content outcome
HTTP 200; all content checks met. Nonempty checked text.
Latency basis
0.583 s navigation; 2.892 s through DOM capture; 3.515 s total
Sampled process-tree PSS
582.051 MiB sampled peak; 29 samples
Capture
187,194 bytes; Complete serialized UTF-8 DOM
Checked text
17,766 characters; minimum 500
Required word groups
uk bank holidays: matched uk bank holidays
england and wales: matched england and wales
christmas day: matched christmas day
Listing patterns
No additional pattern
Soft-block / gate phrases
No checked soft-block phrase / No checked gate phrase
Private capture inspection
Complete saved DOM met all unchanged required word groups, listing patterns and minimum text; not verified field extraction.
Errors
No navigation, capture or process error
Screenshot
Private viewport PNG SHA-256: 231276ac721a300654cc08be0aa5ddb026755ce242b55e115a00f752487c0b33
Capture SHA-256
049a5ac3e06077b7e7d0c24aac94746b5c5be7f4c6ce05c4f51b054c08031b39
Exact settings and attempt metadata

Camoufox

UTC start / finish
2026-09-29T19:56:57.235717+00:00 / 2026-09-29T19:57:03.238183+00:00
Original / final URL
https://www.gov.uk/bank-holidays
https://www.gov.uk/bank-holidays
Redirects
none
Status / content outcome
HTTP 200; all content checks met. Nonempty checked text.
Latency basis
0.741 s navigation; 2.758 s through DOM capture; 6.002 s total
Sampled process-tree PSS
897.437 MiB sampled peak; 56 samples
Capture
187,194 bytes; Complete serialized UTF-8 DOM
Checked text
17,766 characters; minimum 500
Required word groups
uk bank holidays: matched uk bank holidays
england and wales: matched england and wales
christmas day: matched christmas day
Listing patterns
No additional pattern
Soft-block / gate phrases
No checked soft-block phrase / No checked gate phrase
Private capture inspection
Private DOM inspected: the target-specific required groups and patterns are present with no checked soft block.
Errors
No navigation, capture or process error
Screenshot
Private viewport PNG SHA-256: 0fc7406a5eea4a8dbbb677f2f608834abaa22a5d1d3742b8aa16bde028c855f5
Capture SHA-256
7756e9ed51196c99c8901706f3baf81796b0af412878a0e242334ecad464197d
Exact settings and attempt metadata

Crawlee

UTC start / finish
2026-09-29T22:45:06.897Z / 2026-09-29T22:45:07.603Z
Original / final URL
https://www.gov.uk/bank-holidays
https://www.gov.uk/bank-holidays
Redirects
none
Status / content outcome
HTTP 200; all content checks met. Nonempty checked text.
Latency basis
0.614 s HTTP navigation, transfer and Cheerio parsing (or error completion)
Sampled process-tree PSS
103.456 MiB sampled peak; 19 samples
Capture
175,904 bytes; Complete client-decompressed HTTP body before Cheerio conversion
Checked text
17,613 characters; minimum 500
Required word groups
uk bank holidays: matched uk bank holidays
england and wales: matched england and wales
christmas day: matched christmas day
Listing patterns
No additional pattern
Soft-block / gate phrases
No checked soft-block phrase / No checked gate phrase
Private capture inspection
Complete HTTP source body met frozen checks; no rendered visibility, browser interaction or complete field extraction verified.
Errors
No navigation, capture or process error
Screenshot
HTTP mode; no browser or screenshot
Capture SHA-256
72b72a3bc7027385cbc2c28e1b03bc5f53c5bf8f4439f5e89ae7a4a9d99482e9
Exact settings and attempt metadata

curl_cffi

UTC start / finish
2026-09-29T21:53:51.342338+00:00 / 2026-09-29T21:53:51.730360+00:00
Original / final URL
https://www.gov.uk/bank-holidays
https://www.gov.uk/bank-holidays
Redirects
none
Status / content outcome
HTTP 200; all content checks met. Nonempty checked text.
Latency basis
0.386 s session.get body transfer; 0.388 s attempt
Sampled process-tree PSS
23.206 MiB sampled peak; 6 samples
Capture
175,904 bytes; Complete client-decompressed HTTP body
Checked text
17,613 characters; minimum 500
Required word groups
uk bank holidays: matched uk bank holidays
england and wales: matched england and wales
christmas day: matched christmas day
Listing patterns
No additional pattern
Soft-block / gate phrases
No checked soft-block phrase / No checked gate phrase
Private capture inspection
Complete client-decompressed HTTP body met all unchanged word groups, listing patterns and minimum text. No JavaScript, rendered visibility or complete field extraction was verified.
Errors
No navigation, capture or process error
Screenshot
HTTP mode; no screenshot
Capture SHA-256
d9879aa73c291ec46436aa2d34fc6151a59554ce3fefec441a660011e7581e3b
Exact settings and attempt metadata

Lightpanda

UTC start / finish
2026-09-29T19:27:00.321373+00:00 / 2026-09-29T19:27:02.981970+00:00
Original / final URL
https://www.gov.uk/bank-holidays
https://www.gov.uk/bank-holidays
Redirects
none
Status / content outcome
HTTP 200; all content checks met. Nonempty checked text.
Latency basis
0.204 s navigation; 2.218 s through DOM capture; 2.66 s total
Sampled process-tree PSS
188.884 MiB sampled peak; 28 samples
Capture
186,548 bytes; Complete serialized UTF-8 DOM
Checked text
17,766 characters; minimum 500
Required word groups
uk bank holidays: matched uk bank holidays
england and wales: matched england and wales
christmas day: matched christmas day
Listing patterns
No additional pattern
Soft-block / gate phrases
No checked soft-block phrase / No checked gate phrase
Private capture inspection
Passport guidance text is present alongside the cookie banner.
Errors
No navigation, capture or process error
Screenshot
No saved screenshot
Capture SHA-256
549cb3f533e3649fcd056dbded17ad926e37ae9106e2e163b2f6f9489ef86c27
Exact settings and attempt metadata

Patchright

UTC start / finish
2026-09-29T19:41:08.259869+00:00 / 2026-09-29T19:41:11.443543+00:00
Original / final URL
https://www.gov.uk/bank-holidays
https://www.gov.uk/bank-holidays
Redirects
none
Status / content outcome
HTTP 200; all content checks met. Nonempty checked text.
Latency basis
0.265 s navigation; 2.296 s through DOM capture; 3.183 s total
Sampled process-tree PSS
573.858 MiB sampled peak; 26 samples
Capture
187,194 bytes; Complete serialized UTF-8 DOM
Checked text
17,766 characters; minimum 500
Required word groups
uk bank holidays: matched uk bank holidays
england and wales: matched england and wales
christmas day: matched christmas day
Listing patterns
No additional pattern
Soft-block / gate phrases
No checked soft-block phrase / No checked gate phrase
Private capture inspection
Passport guidance text meets the required checks alongside cookie-banner text.
Errors
No navigation, capture or process error
Screenshot
Private viewport PNG SHA-256: 9a7e93c5b91a05c6e748f5826c877a45543ed285b36fabe8799b38b3dd60c930
Capture SHA-256
e6685edb0d252466ef036446baebca1200239a8fcd90004bada052d5e44640de
Exact settings and attempt metadata

Playwright

UTC start / finish
2026-09-29T22:27:03.688181+00:00 / 2026-09-29T22:27:06.875643+00:00
Original / final URL
https://www.gov.uk/bank-holidays
https://www.gov.uk/bank-holidays
Redirects
none
Status / content outcome
HTTP 200; all content checks met. Nonempty checked text.
Latency basis
0.385 s navigation; 2.412 s through DOM capture; 3.187 s total
Sampled process-tree PSS
561.762 MiB sampled peak; 27 samples
Capture
187,194 bytes; Complete serialized UTF-8 DOM
Checked text
17,766 characters; minimum 500
Required word groups
uk bank holidays: matched uk bank holidays
england and wales: matched england and wales
christmas day: matched christmas day
Listing patterns
No additional pattern
Soft-block / gate phrases
No checked soft-block phrase / No checked gate phrase
Private capture inspection
Complete saved DOM met all unchanged word groups, listing patterns and minimum text. No complete field extraction was verified.
Errors
No navigation, capture or process error
Screenshot
Private viewport PNG SHA-256: 9a7e93c5b91a05c6e748f5826c877a45543ed285b36fabe8799b38b3dd60c930
Capture SHA-256
da41780f253709c8a897e8555ccb2066e85449b6ca1148a7481b501ae4cfc99e
Exact settings and attempt metadata

Scrapling

UTC start / finish
2026-09-29T20:07:43.276087+00:00 / 2026-09-29T20:07:43.432946+00:00
Original / final URL
https://www.gov.uk/bank-holidays
https://www.gov.uk/bank-holidays
Redirects
none
Status / content outcome
HTTP 200; all content checks met. Nonempty checked text.
Latency basis
0.156 s body transfer and selector construction
Sampled process-tree PSS
36.384 MiB sampled peak; 4 samples
Capture
175,904 bytes; Complete client-decompressed HTTP body
Checked text
17,613 characters; minimum 500
Required word groups
uk bank holidays: matched uk bank holidays
england and wales: matched england and wales
christmas day: matched christmas day
Listing patterns
No additional pattern
Soft-block / gate phrases
No checked soft-block phrase / No checked gate phrase
Private capture inspection
Private source body inspected: target-specific groups and listing patterns are present, with no checked soft block. Source-text checks do not establish full extraction or interaction.
Errors
No navigation, capture or process error
Screenshot
HTTP mode; no screenshot
Capture SHA-256
ecef2d2dee39942eac84b14b13157fcd88c81f99f97842b08c991365db6bd04d
Exact settings and attempt metadata

Scrapy

UTC start / finish
2026-09-29T22:09:05.378277+00:00 / 2026-09-29T22:09:06.194698+00:00
Original / final URL
https://www.gov.uk/bank-holidays
https://www.gov.uk/bank-holidays
Redirects
none
Status / content outcome
HTTP 200; all content checks met. Nonempty checked text.
Latency basis
0.175 s initial request scheduling through response/errback; 0.816 s worker attempt
Sampled process-tree PSS
62.056 MiB sampled peak; 12 samples
Capture
175,904 bytes; Complete client-decompressed Spider response
Checked text
17,613 characters; minimum 500
Required word groups
uk bank holidays: matched uk bank holidays
england and wales: matched england and wales
christmas day: matched christmas day
Listing patterns
No additional pattern
Soft-block / gate phrases
No checked soft-block phrase / No checked gate phrase
Private capture inspection
Complete client-decompressed Spider response met every unchanged word group, listing pattern and minimum text. No rendered visibility or complete field extraction was verified.
Errors
No navigation, capture or process error
Screenshot
HTTP mode; no screenshot
Capture SHA-256
4d698a82e0b74198f5d031a5d704b7e8a4bbdf7b8b1293b6c0b5c822f397d97f
Exact settings and attempt metadata

SeleniumBase

UTC start / finish
2026-09-29T21:29:22.434428+00:00 / 2026-09-29T21:29:25.767876+00:00
Original / final URL
https://www.gov.uk/bank-holidays
https://www.gov.uk/bank-holidays
Redirects
none
Status / content outcome
HTTP 200; all content checks met. Nonempty checked text.
Latency basis
0.433 s navigation; 2.460 s through DOM capture; 3.333 s total
Sampled process-tree PSS
617.660 MiB sampled peak; 31 samples
Capture
187,179 bytes; Complete serialized UTF-8 DOM
Checked text
17,766 characters; minimum 500
Required word groups
uk bank holidays: matched uk bank holidays
england and wales: matched england and wales
christmas day: matched christmas day
Listing patterns
No additional pattern
Soft-block / gate phrases
No checked soft-block phrase / No checked gate phrase
Private capture inspection
Complete saved DOM met all unchanged required word groups, listing patterns and minimum text; not verified field extraction.
Errors
No navigation, capture or process error
Screenshot
Private viewport PNG SHA-256: e7d3c6c4afbeb60eecacd9c9d4033af3d7eea32bdadad27b7a8f9e569bc5a238
Capture SHA-256
7190242cafacb7c255c950e15b36326e31ff876acbae713bbae0dad67a12d268
Exact settings and attempt metadata

wreq Python

UTC start / finish
2026-09-29T19:16:24.027781+00:00 / 2026-09-29T19:16:24.395209+00:00
Original / final URL
https://www.gov.uk/bank-holidays
https://www.gov.uk/bank-holidays
Redirects
none
Status / content outcome
HTTP 200; all content checks met. Nonempty checked text.
Latency basis
0.367 s HTTP body transfer
Sampled process-tree PSS
Not measured
Capture
175,904 bytes; Original client-decompressed HTTP body
Checked text
17,613 characters; minimum 500
Required word groups
uk bank holidays: matched uk bank holidays
england and wales: matched england and wales
christmas day: matched christmas day
Listing patterns
No additional pattern
Soft-block / gate phrases
No checked soft-block phrase / No checked gate phrase
Private capture inspection
Saved HTML inspection confirmed required content and matching checks.
Errors
No navigation, capture or process error
Screenshot
HTTP mode; no screenshot
Capture SHA-256
9f0211a543241b66b58cfa7a431db8c6bb93f2e7a1b309990fdd0c3a8c2bc98d
Exact settings and attempt metadata
Link to this twelve-tool target record
23. Python documentationcontentBotasaurus · HTTP 200usableCamoufox · HTTP 200usableCrawlee · HTTP 200usablecurl_cffi · HTTP 200usableLightpanda · HTTP 200usablePatchright · HTTP 200usablePlaywright · HTTP 200usablePuppeteer · HTTP 200usableScrapling · HTTP 200usableScrapy · HTTP 200usableSeleniumBase · HTTP 200usablewreq Python · HTTP 200usable

Required: urllib.request documentation with API explanation. https://docs.python.org/3/library/urllib.request.html

Puppeteer

UTC start / finish
2026-09-29T23:07:29.816Z / 2026-09-29T23:07:32.828Z
Original / final URL
https://docs.python.org/3/library/urllib.request.html
https://docs.python.org/3/library/urllib.request.html
Redirects
no http redirect observed
Status / content outcome
HTTP 200; all content checks met. Nonempty checked text.
Latency basis
0.47796937700000003 s navigation; 2.496 s through DOM capture; 3.011671724 s total
Sampled process-tree PSS
451.609 MiB sampled peak; 25 samples
Capture
223,068 bytes; Complete serialized UTF-8 DOM
Checked text
55,139 characters; minimum 3000
Required word groups
urllib.request: matched urllib.request
urlopen: matched urlopen
Listing patterns
No additional pattern
Soft-block / gate phrases
No checked soft-block phrase / No checked gate phrase
Private capture inspection
Saved serialized DOM rechecked offline with unchanged rules: usable. This does not prove rendered visibility, complete field extraction or interaction.
Errors
No navigation, capture or process error
Screenshot
Private viewport PNG SHA-256: b245b56ea344869ede78eb24854404ec4c3d57d05532718ed3dffe2759ded38f
Capture SHA-256
a024ac14e107cda9ed6aa1f9eecfdedba427ddb1376f80707df2fd9ac4dcc250
Exact settings and attempt metadata

Botasaurus

UTC start / finish
2026-09-29T21:07:38.602305+00:00 / 2026-09-29T21:07:42.239927+00:00
Original / final URL
https://docs.python.org/3/library/urllib.request.html
https://docs.python.org/3/library/urllib.request.html
Redirects
none
Status / content outcome
HTTP 200; all content checks met. Nonempty checked text.
Latency basis
0.55 s navigation; 3.042 s through DOM capture; 3.638 s total
Sampled process-tree PSS
595.692 MiB sampled peak; 30 samples
Capture
223,068 bytes; Complete serialized UTF-8 DOM
Checked text
55,139 characters; minimum 3000
Required word groups
urllib.request: matched urllib.request
urlopen: matched urlopen
Listing patterns
No additional pattern
Soft-block / gate phrases
No checked soft-block phrase / No checked gate phrase
Private capture inspection
Complete saved DOM met all unchanged required word groups, listing patterns and minimum text; not verified field extraction.
Errors
No navigation, capture or process error
Screenshot
Private viewport PNG SHA-256: 4b0b0c50aacc788a2ee417951ffe8e7925dab4aaab7edb3f64ef8472cc001310
Capture SHA-256
6484b837d37c15e41d432033c8cb5c516b92b9717d5d3578ee1c19e0dbdf7eef
Exact settings and attempt metadata

Camoufox

UTC start / finish
2026-09-29T19:57:06.003480+00:00 / 2026-09-29T19:57:16.175359+00:00
Original / final URL
https://docs.python.org/3/library/urllib.request.html
https://docs.python.org/3/library/urllib.request.html
Redirects
none
Status / content outcome
HTTP 200; all content checks met. Nonempty checked text.
Latency basis
3.976 s navigation; 6.081 s through DOM capture; 10.172 s total
Sampled process-tree PSS
946.722 MiB sampled peak; 87 samples
Capture
223,068 bytes; Complete serialized UTF-8 DOM
Checked text
55,139 characters; minimum 3000
Required word groups
urllib.request: matched urllib.request
urlopen: matched urlopen
Listing patterns
No additional pattern
Soft-block / gate phrases
No checked soft-block phrase / No checked gate phrase
Private capture inspection
Private DOM inspected: the target-specific required groups and patterns are present with no checked soft block.
Errors
No navigation, capture or process error
Screenshot
Private viewport PNG SHA-256: 7808bbbe86f154a43ed34482079a9754760593977dfc7cf09426925401725c86
Capture SHA-256
6484b837d37c15e41d432033c8cb5c516b92b9717d5d3578ee1c19e0dbdf7eef
Exact settings and attempt metadata

Crawlee

UTC start / finish
2026-09-29T22:45:10.886Z / 2026-09-29T22:45:11.466Z
Original / final URL
https://docs.python.org/3/library/urllib.request.html
https://docs.python.org/3/library/urllib.request.html
Redirects
none
Status / content outcome
HTTP 200; all content checks met. Nonempty checked text.
Latency basis
0.486 s HTTP navigation, transfer and Cheerio parsing (or error completion)
Sampled process-tree PSS
106.589 MiB sampled peak; 18 samples
Capture
216,525 bytes; Complete client-decompressed HTTP body before Cheerio conversion
Checked text
53,833 characters; minimum 3000
Required word groups
urllib.request: matched urllib.request
urlopen: matched urlopen
Listing patterns
No additional pattern
Soft-block / gate phrases
No checked soft-block phrase / No checked gate phrase
Private capture inspection
Complete HTTP source body met frozen checks; no rendered visibility, browser interaction or complete field extraction verified.
Errors
No navigation, capture or process error
Screenshot
HTTP mode; no browser or screenshot
Capture SHA-256
689b6f7881dfeabb84c851aa73201bccd628ba85d40eba32d6ff56ffd60f1fb1
Exact settings and attempt metadata

curl_cffi

UTC start / finish
2026-09-29T21:53:53.982685+00:00 / 2026-09-29T21:53:54.141583+00:00
Original / final URL
https://docs.python.org/3/library/urllib.request.html
https://docs.python.org/3/library/urllib.request.html
Redirects
none
Status / content outcome
HTTP 200; all content checks met. Nonempty checked text.
Latency basis
0.157 s session.get body transfer; 0.159 s attempt
Sampled process-tree PSS
23.245 MiB sampled peak; 4 samples
Capture
216,525 bytes; Complete client-decompressed HTTP body
Checked text
53,833 characters; minimum 3000
Required word groups
urllib.request: matched urllib.request
urlopen: matched urlopen
Listing patterns
No additional pattern
Soft-block / gate phrases
No checked soft-block phrase / No checked gate phrase
Private capture inspection
Complete client-decompressed HTTP body met all unchanged word groups, listing patterns and minimum text. No JavaScript, rendered visibility or complete field extraction was verified.
Errors
No navigation, capture or process error
Screenshot
HTTP mode; no screenshot
Capture SHA-256
7690190ba74d1d6c2e247423f3fe194a5101667392c9de03bbe53296bd7a45b7
Exact settings and attempt metadata

Lightpanda

UTC start / finish
2026-09-29T19:27:05.272557+00:00 / 2026-09-29T19:27:07.999361+00:00
Original / final URL
https://docs.python.org/3/library/urllib.request.html
https://docs.python.org/3/library/urllib.request.html
Redirects
none
Status / content outcome
HTTP 200; all content checks met. Nonempty checked text.
Latency basis
0.294 s navigation; 2.310 s through DOM capture; 2.727 s total
Sampled process-tree PSS
183.078 MiB sampled peak; 28 samples
Capture
223,056 bytes; Complete serialized UTF-8 DOM
Checked text
55,139 characters; minimum 3000
Required word groups
urllib.request: matched urllib.request
urlopen: matched urlopen
Listing patterns
No additional pattern
Soft-block / gate phrases
No checked soft-block phrase / No checked gate phrase
Private capture inspection
Python tutorial content and the required heading text are present.
Errors
No navigation, capture or process error
Screenshot
No saved screenshot
Capture SHA-256
93157bdd8432b83a01e59a080060f2c513461975aa6b2846b354483ea60ae08d
Exact settings and attempt metadata

Patchright

UTC start / finish
2026-09-29T19:41:13.653436+00:00 / 2026-09-29T19:41:17.119912+00:00
Original / final URL
https://docs.python.org/3/library/urllib.request.html
https://docs.python.org/3/library/urllib.request.html
Redirects
none
Status / content outcome
HTTP 200; all content checks met. Nonempty checked text.
Latency basis
0.534 s navigation; 2.565 s through DOM capture; 3.466 s total
Sampled process-tree PSS
576.965 MiB sampled peak; 29 samples
Capture
223,068 bytes; Complete serialized UTF-8 DOM
Checked text
55,139 characters; minimum 3000
Required word groups
urllib.request: matched urllib.request
urlopen: matched urlopen
Listing patterns
No additional pattern
Soft-block / gate phrases
No checked soft-block phrase / No checked gate phrase
Private capture inspection
Python tutorial and required heading content meet the frozen checks.
Errors
No navigation, capture or process error
Screenshot
Private viewport PNG SHA-256: b245b56ea344869ede78eb24854404ec4c3d57d05532718ed3dffe2759ded38f
Capture SHA-256
6484b837d37c15e41d432033c8cb5c516b92b9717d5d3578ee1c19e0dbdf7eef
Exact settings and attempt metadata

Playwright

UTC start / finish
2026-09-29T22:27:09.113603+00:00 / 2026-09-29T22:27:12.473493+00:00
Original / final URL
https://docs.python.org/3/library/urllib.request.html
https://docs.python.org/3/library/urllib.request.html
Redirects
none
Status / content outcome
HTTP 200; all content checks met. Nonempty checked text.
Latency basis
0.534 s navigation; 2.556 s through DOM capture; 3.36 s total
Sampled process-tree PSS
580.006 MiB sampled peak; 28 samples
Capture
223,068 bytes; Complete serialized UTF-8 DOM
Checked text
55,139 characters; minimum 3000
Required word groups
urllib.request: matched urllib.request
urlopen: matched urlopen
Listing patterns
No additional pattern
Soft-block / gate phrases
No checked soft-block phrase / No checked gate phrase
Private capture inspection
Complete saved DOM met all unchanged word groups, listing patterns and minimum text. No complete field extraction was verified.
Errors
No navigation, capture or process error
Screenshot
Private viewport PNG SHA-256: b245b56ea344869ede78eb24854404ec4c3d57d05532718ed3dffe2759ded38f
Capture SHA-256
a024ac14e107cda9ed6aa1f9eecfdedba427ddb1376f80707df2fd9ac4dcc250
Exact settings and attempt metadata

Scrapling

UTC start / finish
2026-09-29T20:07:45.719734+00:00 / 2026-09-29T20:07:45.969996+00:00
Original / final URL
https://docs.python.org/3/library/urllib.request.html
https://docs.python.org/3/library/urllib.request.html
Redirects
none
Status / content outcome
HTTP 200; all content checks met. Nonempty checked text.
Latency basis
0.249 s body transfer and selector construction
Sampled process-tree PSS
39.860 MiB sampled peak; 6 samples
Capture
216,525 bytes; Complete client-decompressed HTTP body
Checked text
53,833 characters; minimum 3000
Required word groups
urllib.request: matched urllib.request
urlopen: matched urlopen
Listing patterns
No additional pattern
Soft-block / gate phrases
No checked soft-block phrase / No checked gate phrase
Private capture inspection
Private source body inspected: target-specific groups and listing patterns are present, with no checked soft block. Source-text checks do not establish full extraction or interaction.
Errors
No navigation, capture or process error
Screenshot
HTTP mode; no screenshot
Capture SHA-256
7690190ba74d1d6c2e247423f3fe194a5101667392c9de03bbe53296bd7a45b7
Exact settings and attempt metadata

Scrapy

UTC start / finish
2026-09-29T22:09:08.629285+00:00 / 2026-09-29T22:09:09.476579+00:00
Original / final URL
https://docs.python.org/3/library/urllib.request.html
https://docs.python.org/3/library/urllib.request.html
Redirects
none
Status / content outcome
HTTP 200; all content checks met. Nonempty checked text.
Latency basis
0.209 s initial request scheduling through response/errback; 0.847 s worker attempt
Sampled process-tree PSS
62.699 MiB sampled peak; 13 samples
Capture
216,525 bytes; Complete client-decompressed Spider response
Checked text
53,833 characters; minimum 3000
Required word groups
urllib.request: matched urllib.request
urlopen: matched urlopen
Listing patterns
No additional pattern
Soft-block / gate phrases
No checked soft-block phrase / No checked gate phrase
Private capture inspection
Complete client-decompressed Spider response met every unchanged word group, listing pattern and minimum text. No rendered visibility or complete field extraction was verified.
Errors
No navigation, capture or process error
Screenshot
HTTP mode; no screenshot
Capture SHA-256
7690190ba74d1d6c2e247423f3fe194a5101667392c9de03bbe53296bd7a45b7
Exact settings and attempt metadata

SeleniumBase

UTC start / finish
2026-09-29T21:29:28.555974+00:00 / 2026-09-29T21:29:32.017580+00:00
Original / final URL
https://docs.python.org/3/library/urllib.request.html
https://docs.python.org/3/library/urllib.request.html
Redirects
none
Status / content outcome
HTTP 200; all content checks met. Nonempty checked text.
Latency basis
0.554 s navigation; 2.581 s through DOM capture; 3.462 s total
Sampled process-tree PSS
617.403 MiB sampled peak; 32 samples
Capture
223,053 bytes; Complete serialized UTF-8 DOM
Checked text
55,139 characters; minimum 3000
Required word groups
urllib.request: matched urllib.request
urlopen: matched urlopen
Listing patterns
No additional pattern
Soft-block / gate phrases
No checked soft-block phrase / No checked gate phrase
Private capture inspection
Complete saved DOM met all unchanged required word groups, listing patterns and minimum text; not verified field extraction.
Errors
No navigation, capture or process error
Screenshot
Private viewport PNG SHA-256: 4da4fc163e925e29cb6e5edcaa21d676a62ff4591f111044820f01d099845e15
Capture SHA-256
2ea63a472c0035da720875935c8edfc3329ba5fabb00a5c7f3c7e180f5469f8d
Exact settings and attempt metadata

wreq Python

UTC start / finish
2026-09-29T19:16:26.420089+00:00 / 2026-09-29T19:16:26.585639+00:00
Original / final URL
https://docs.python.org/3/library/urllib.request.html
https://docs.python.org/3/library/urllib.request.html
Redirects
none
Status / content outcome
HTTP 200; all content checks met. Nonempty checked text.
Latency basis
0.165 s HTTP body transfer
Sampled process-tree PSS
Not measured
Capture
216,525 bytes; Original client-decompressed HTTP body
Checked text
53,833 characters; minimum 3000
Required word groups
urllib.request: matched urllib.request
urlopen: matched urlopen
Listing patterns
No additional pattern
Soft-block / gate phrases
No checked soft-block phrase / No checked gate phrase
Private capture inspection
Saved HTML inspection confirmed required content and matching checks.
Errors
No navigation, capture or process error
Screenshot
HTTP mode; no screenshot
Capture SHA-256
7690190ba74d1d6c2e247423f3fe194a5101667392c9de03bbe53296bd7a45b7
Exact settings and attempt metadata
Link to this twelve-tool target record
24. Quotes to ScrapejavascriptBotasaurus · HTTP 200usableCamoufox · HTTP 200usableCrawlee · HTTP 200missing required contentcurl_cffi · HTTP 200missing required contentLightpanda · HTTP 200usablePatchright · HTTP 200usablePlaywright · HTTP 200usablePuppeteer · HTTP 200usableScrapling · HTTP 200missing required contentScrapy · HTTP 200missing required contentSeleniumBase · HTTP 200usablewreq Python · HTTP 200missing required content

Required: Quote text and author after JavaScript rendering. https://quotes.toscrape.com/js/

Puppeteer

UTC start / finish
2026-09-29T23:07:35.097Z / 2026-09-29T23:07:38.708Z
Original / final URL
https://quotes.toscrape.com/js/
https://quotes.toscrape.com/js/
Redirects
no http redirect observed
Status / content outcome
HTTP 200; all content checks met. Nonempty checked text.
Latency basis
1.084059477 s navigation; 3.087 s through DOM capture; 3.6108136330000002 s total
Sampled process-tree PSS
433.580 MiB sampled peak; 30 samples
Capture
8,985 bytes; Complete serialized UTF-8 DOM
Checked text
1,495 characters; minimum 300
Required word groups
the world as we have created it: matched the world as we have created it
albert einstein: matched albert einstein
Listing patterns
No additional pattern
Soft-block / gate phrases
No checked soft-block phrase / No checked gate phrase
Private capture inspection
Saved serialized DOM rechecked offline with unchanged rules: usable. This does not prove rendered visibility, complete field extraction or interaction.
Errors
No navigation, capture or process error
Screenshot
Private viewport PNG SHA-256: 4f73e188d56100620fe2ffefd6eac31360388a208b0cd60fb539ab37dbd2af87
Capture SHA-256
b6d656f508cbbb0df37ec664f4363c41aa4fb497395e206ed24c497cd75ad110
Exact settings and attempt metadata

Botasaurus

UTC start / finish
2026-09-29T21:07:44.801380+00:00 / 2026-09-29T21:07:49.642290+00:00
Original / final URL
https://quotes.toscrape.com/js/
https://quotes.toscrape.com/js/
Redirects
none
Status / content outcome
HTTP 200; all content checks met. Nonempty checked text.
Latency basis
2.246 s navigation; 4.262 s through DOM capture; 4.841 s total
Sampled process-tree PSS
544.785 MiB sampled peak; 38 samples
Capture
8,985 bytes; Complete serialized UTF-8 DOM
Checked text
1,495 characters; minimum 300
Required word groups
the world as we have created it: matched the world as we have created it
albert einstein: matched albert einstein
Listing patterns
No additional pattern
Soft-block / gate phrases
No checked soft-block phrase / No checked gate phrase
Private capture inspection
Complete saved DOM met all unchanged required word groups, listing patterns and minimum text; not verified field extraction.
Errors
No navigation, capture or process error
Screenshot
Private viewport PNG SHA-256: f68f66ccb2bb1214c8e7d87583832ea3bbf4cd4cdbef7dfd5fe269051461401e
Capture SHA-256
b6d656f508cbbb0df37ec664f4363c41aa4fb497395e206ed24c497cd75ad110
Exact settings and attempt metadata

Camoufox

UTC start / finish
2026-09-29T19:57:19.046808+00:00 / 2026-09-29T19:57:30.311261+00:00
Original / final URL
https://quotes.toscrape.com/js/
https://quotes.toscrape.com/js/
Redirects
none
Status / content outcome
HTTP 200; all content checks met. Nonempty checked text.
Latency basis
3.875 s navigation; 5.922 s through DOM capture; 11.264 s total
Sampled process-tree PSS
884.390 MiB sampled peak; 96 samples
Capture
8,985 bytes; Complete serialized UTF-8 DOM
Checked text
1,495 characters; minimum 300
Required word groups
the world as we have created it: matched the world as we have created it
albert einstein: matched albert einstein
Listing patterns
No additional pattern
Soft-block / gate phrases
No checked soft-block phrase / No checked gate phrase
Private capture inspection
Private DOM inspected: the target-specific required groups and patterns are present with no checked soft block.
Errors
No navigation, capture or process error
Screenshot
Private viewport PNG SHA-256: 52a74337c1f2fdafab6b2021789a884182df43785c0be8a646cb766cca402488
Capture SHA-256
b6d656f508cbbb0df37ec664f4363c41aa4fb497395e206ed24c497cd75ad110
Exact settings and attempt metadata

Crawlee

UTC start / finish
2026-09-29T22:45:14.766Z / 2026-09-29T22:45:16.038Z
Original / final URL
https://quotes.toscrape.com/js/
https://quotes.toscrape.com/js/
Redirects
none
Status / content outcome
HTTP 200; missing required content. Nonempty checked text.
Latency basis
1.157 s HTTP navigation, transfer and Cheerio parsing (or error completion)
Sampled process-tree PSS
95.048 MiB sampled peak; 25 samples
Capture
5,808 bytes; Complete client-decompressed HTTP body before Cheerio conversion
Checked text
74 characters; minimum 300
Required word groups
the world as we have created it: missing
albert einstein: missing
Listing patterns
No additional pattern
Soft-block / gate phrases
No checked soft-block phrase / No checked gate phrase
Private capture inspection
Saved HTTP body rechecked with unchanged rules: missing required content.
Errors
No navigation, capture or process error
Screenshot
HTTP mode; no browser or screenshot
Capture SHA-256
a9067d4438044d45a1a895ed6939df4fa4d0487e17b82053dd694ad425466074
Exact settings and attempt metadata

curl_cffi

UTC start / finish
2026-09-29T21:53:56.450253+00:00 / 2026-09-29T21:53:56.889103+00:00
Original / final URL
https://quotes.toscrape.com/js/
https://quotes.toscrape.com/js/
Redirects
none
Status / content outcome
HTTP 200; missing required content. Nonempty checked text.
Latency basis
0.438 s session.get body transfer; 0.439 s attempt
Sampled process-tree PSS
22.300 MiB sampled peak; 6 samples
Capture
5,808 bytes; Complete client-decompressed HTTP body
Checked text
74 characters; minimum 300
Required word groups
the world as we have created it: missing
albert einstein: missing
Listing patterns
No additional pattern
Soft-block / gate phrases
No checked soft-block phrase / No checked gate phrase
Private capture inspection
Original client-decompressed body was rechecked with unchanged rules: missing required content.
Errors
No navigation, capture or process error
Screenshot
HTTP mode; no screenshot
Capture SHA-256
a9067d4438044d45a1a895ed6939df4fa4d0487e17b82053dd694ad425466074
Exact settings and attempt metadata

Lightpanda

UTC start / finish
2026-09-29T19:27:10.248852+00:00 / 2026-09-29T19:27:13.545546+00:00
Original / final URL
https://quotes.toscrape.com/js/
https://quotes.toscrape.com/js/
Redirects
none
Status / content outcome
HTTP 200; all content checks met. Nonempty checked text.
Latency basis
0.875 s navigation; 2.881 s through DOM capture; 3.297 s total
Sampled process-tree PSS
176.467 MiB sampled peak; 33 samples
Capture
8,985 bytes; Complete serialized UTF-8 DOM
Checked text
1,495 characters; minimum 300
Required word groups
the world as we have created it: matched the world as we have created it
albert einstein: matched albert einstein
Listing patterns
No additional pattern
Soft-block / gate phrases
No checked soft-block phrase / No checked gate phrase
Private capture inspection
Quote text and author names appear after JavaScript execution and meet the frozen checks.
Errors
No navigation, capture or process error
Screenshot
No saved screenshot
Capture SHA-256
b6d656f508cbbb0df37ec664f4363c41aa4fb497395e206ed24c497cd75ad110
Exact settings and attempt metadata

Patchright

UTC start / finish
2026-09-29T19:41:19.410823+00:00 / 2026-09-29T19:41:23.808111+00:00
Original / final URL
https://quotes.toscrape.com/js/
https://quotes.toscrape.com/js/
Redirects
none
Status / content outcome
HTTP 200; all content checks met. Nonempty checked text.
Latency basis
1.541 s navigation; 3.549 s through DOM capture; 4.397 s total
Sampled process-tree PSS
553.311 MiB sampled peak; 35 samples
Capture
8,985 bytes; Complete serialized UTF-8 DOM
Checked text
1,495 characters; minimum 300
Required word groups
the world as we have created it: matched the world as we have created it
albert einstein: matched albert einstein
Listing patterns
No additional pattern
Soft-block / gate phrases
No checked soft-block phrase / No checked gate phrase
Private capture inspection
JavaScript-rendered quote text and author labels meet the unchanged checks.
Errors
No navigation, capture or process error
Screenshot
Private viewport PNG SHA-256: 4f73e188d56100620fe2ffefd6eac31360388a208b0cd60fb539ab37dbd2af87
Capture SHA-256
b6d656f508cbbb0df37ec664f4363c41aa4fb497395e206ed24c497cd75ad110
Exact settings and attempt metadata

Playwright

UTC start / finish
2026-09-29T22:27:14.711139+00:00 / 2026-09-29T22:27:18.517544+00:00
Original / final URL
https://quotes.toscrape.com/js/
https://quotes.toscrape.com/js/
Redirects
none
Status / content outcome
HTTP 200; all content checks met. Nonempty checked text.
Latency basis
1.035 s navigation; 3.042 s through DOM capture; 3.806 s total
Sampled process-tree PSS
557.689 MiB sampled peak; 32 samples
Capture
8,985 bytes; Complete serialized UTF-8 DOM
Checked text
1,495 characters; minimum 300
Required word groups
the world as we have created it: matched the world as we have created it
albert einstein: matched albert einstein
Listing patterns
No additional pattern
Soft-block / gate phrases
No checked soft-block phrase / No checked gate phrase
Private capture inspection
Complete saved DOM met all unchanged word groups, listing patterns and minimum text. No complete field extraction was verified.
Errors
No navigation, capture or process error
Screenshot
Private viewport PNG SHA-256: 4f73e188d56100620fe2ffefd6eac31360388a208b0cd60fb539ab37dbd2af87
Capture SHA-256
b6d656f508cbbb0df37ec664f4363c41aa4fb497395e206ed24c497cd75ad110
Exact settings and attempt metadata

Scrapling

UTC start / finish
2026-09-29T20:07:48.361832+00:00 / 2026-09-29T20:07:48.854468+00:00
Original / final URL
https://quotes.toscrape.com/js/
https://quotes.toscrape.com/js/
Redirects
none
Status / content outcome
HTTP 200; missing required content. Nonempty checked text.
Latency basis
0.492 s body transfer and selector construction
Sampled process-tree PSS
36.998 MiB sampled peak; 8 samples
Capture
5,808 bytes; Complete client-decompressed HTTP body
Checked text
74 characters; minimum 300
Required word groups
the world as we have created it: missing
albert einstein: missing
Listing patterns
No additional pattern
Soft-block / gate phrases
No checked soft-block phrase / No checked gate phrase
Private capture inspection
HTTP 200 source is a JavaScript-dependent shell without quote/author content. The fixed required-content checks fail; no browser fallback.
Errors
No navigation, capture or process error
Screenshot
HTTP mode; no screenshot
Capture SHA-256
a9067d4438044d45a1a895ed6939df4fa4d0487e17b82053dd694ad425466074
Exact settings and attempt metadata

Scrapy

UTC start / finish
2026-09-29T22:09:11.969859+00:00 / 2026-09-29T22:09:13.177237+00:00
Original / final URL
https://quotes.toscrape.com/js/
https://quotes.toscrape.com/js/
Redirects
none
Status / content outcome
HTTP 200; missing required content. Nonempty checked text.
Latency basis
0.453 s initial request scheduling through response/errback; 1.207 s worker attempt
Sampled process-tree PSS
61.906 MiB sampled peak; 16 samples
Capture
5,808 bytes; Complete client-decompressed Spider response
Checked text
74 characters; minimum 300
Required word groups
the world as we have created it: missing
albert einstein: missing
Listing patterns
No additional pattern
Soft-block / gate phrases
No checked soft-block phrase / No checked gate phrase
Private capture inspection
Saved response was rechecked with unchanged rules: missing required content.
Errors
No navigation, capture or process error
Screenshot
HTTP mode; no screenshot
Capture SHA-256
a9067d4438044d45a1a895ed6939df4fa4d0487e17b82053dd694ad425466074
Exact settings and attempt metadata

SeleniumBase

UTC start / finish
2026-09-29T21:29:34.859458+00:00 / 2026-09-29T21:29:39.106704+00:00
Original / final URL
https://quotes.toscrape.com/js/
https://quotes.toscrape.com/js/
Redirects
none
Status / content outcome
HTTP 200; all content checks met. Nonempty checked text.
Latency basis
1.289 s navigation; 3.296 s through DOM capture; 4.247 s total
Sampled process-tree PSS
593.889 MiB sampled peak; 38 samples
Capture
8,970 bytes; Complete serialized UTF-8 DOM
Checked text
1,495 characters; minimum 300
Required word groups
the world as we have created it: matched the world as we have created it
albert einstein: matched albert einstein
Listing patterns
No additional pattern
Soft-block / gate phrases
No checked soft-block phrase / No checked gate phrase
Private capture inspection
Complete saved DOM met all unchanged required word groups, listing patterns and minimum text; not verified field extraction.
Errors
No navigation, capture or process error
Screenshot
Private viewport PNG SHA-256: 188fa530eb99f88a5304144c7e56866f3911646453dbf37a04f7239d83a298c8
Capture SHA-256
285340cf014d2ebc22441b8a819ee83067a1f5c7b5af8ccbb432fa547596724a
Exact settings and attempt metadata

wreq Python

UTC start / finish
2026-09-29T19:16:28.618918+00:00 / 2026-09-29T19:16:29.418595+00:00
Original / final URL
https://quotes.toscrape.com/js/
https://quotes.toscrape.com/js/
Redirects
none
Status / content outcome
HTTP 200; missing required content. Nonempty checked text.
Latency basis
0.800 s HTTP body transfer
Sampled process-tree PSS
Not measured
Capture
5,808 bytes; Original client-decompressed HTTP body
Checked text
74 characters; minimum 300
Required word groups
the world as we have created it: missing
albert einstein: missing
Listing patterns
No additional pattern
Soft-block / gate phrases
No checked soft-block phrase / No checked gate phrase
Private capture inspection
Navigation shell; required quote and author absent outside scripts.
Errors
No navigation, capture or process error
Screenshot
HTTP mode; no screenshot
Capture SHA-256
a9067d4438044d45a1a895ed6939df4fa4d0487e17b82053dd694ad425466074
Exact settings and attempt metadata
Link to this twelve-tool target record
25. ScrapingCoursejavascriptBotasaurus · HTTP 200usableCamoufox · HTTP 200usableCrawlee · HTTP 200missing required contentcurl_cffi · HTTP 200missing required contentLightpanda · HTTP 200usablePatchright · HTTP 200usablePlaywright · HTTP 200usablePuppeteer · HTTP 200usableScrapling · HTTP 200missing required contentScrapy · HTTP 200missing required contentSeleniumBase · HTTP 200usablewreq Python · HTTP 200missing required content

Required: JavaScript product listing with named products and prices. https://www.scrapingcourse.com/javascript-rendering

Puppeteer

UTC start / finish
2026-09-29T23:07:40.897Z / 2026-09-29T23:07:44.993Z
Original / final URL
https://www.scrapingcourse.com/javascript-rendering
https://www.scrapingcourse.com/javascript-rendering
Redirects
no http redirect observed
Status / content outcome
HTTP 200; all content checks met. Nonempty checked text.
Latency basis
1.5350696069999998 s navigation; 3.538 s through DOM capture; 4.09530058 s total
Sampled process-tree PSS
631.587 MiB sampled peak; 33 samples
Capture
27,714 bytes; Complete serialized UTF-8 DOM
Checked text
381 characters; minimum 300
Required word groups
chaz kangeroo hoodie / teton pullover hoodie: matched chaz kangeroo hoodie, teton pullover hoodie
Listing patterns
[$£€]\s?\d[\d,.]*: 12 matches; needs 3
Soft-block / gate phrases
No checked soft-block phrase / No checked gate phrase
Private capture inspection
Saved serialized DOM rechecked offline with unchanged rules: usable. This does not prove rendered visibility, complete field extraction or interaction.
Errors
No navigation, capture or process error
Screenshot
Private viewport PNG SHA-256: eb1aa4bd8664a070c30f849669bb3510f081929cf2e7cc962215683646b081b1
Capture SHA-256
218877327eca54f4694993d3011daf1e55b471f177e01cfbf11ee3cb2ebafc48
Exact settings and attempt metadata

Botasaurus

UTC start / finish
2026-09-29T21:07:52.194893+00:00 / 2026-09-29T21:07:56.458918+00:00
Original / final URL
https://www.scrapingcourse.com/javascript-rendering
https://www.scrapingcourse.com/javascript-rendering
Redirects
none
Status / content outcome
HTTP 200; all content checks met. Nonempty checked text.
Latency basis
1.628 s navigation; 3.649 s through DOM capture; 4.264 s total
Sampled process-tree PSS
624.388 MiB sampled peak; 34 samples
Capture
27,714 bytes; Complete serialized UTF-8 DOM
Checked text
381 characters; minimum 300
Required word groups
chaz kangeroo hoodie / teton pullover hoodie: matched chaz kangeroo hoodie, teton pullover hoodie
Listing patterns
[$£€]\s?\d[\d,.]*: 12 matches; needs 3
Soft-block / gate phrases
No checked soft-block phrase / No checked gate phrase
Private capture inspection
Complete saved DOM met all unchanged required word groups, listing patterns and minimum text; not verified field extraction.
Errors
No navigation, capture or process error
Screenshot
Private viewport PNG SHA-256: 0e08afa826654a6e5198c4dc172d625d5cbe8b9f800a7a8e0de736dd1980e790
Capture SHA-256
218877327eca54f4694993d3011daf1e55b471f177e01cfbf11ee3cb2ebafc48
Exact settings and attempt metadata

Camoufox

UTC start / finish
2026-09-29T19:57:33.100360+00:00 / 2026-09-29T19:57:41.692682+00:00
Original / final URL
https://www.scrapingcourse.com/javascript-rendering
https://www.scrapingcourse.com/javascript-rendering
Redirects
none
Status / content outcome
HTTP 200; all content checks met. Nonempty checked text.
Latency basis
3.36 s navigation; 5.371 s through DOM capture; 8.592 s total
Sampled process-tree PSS
1071.860 MiB sampled peak; 75 samples
Capture
27,714 bytes; Complete serialized UTF-8 DOM
Checked text
381 characters; minimum 300
Required word groups
chaz kangeroo hoodie / teton pullover hoodie: matched chaz kangeroo hoodie, teton pullover hoodie
Listing patterns
[$£€]\s?\d[\d,.]*: 12 matches; needs 3
Soft-block / gate phrases
No checked soft-block phrase / No checked gate phrase
Private capture inspection
Private DOM inspected: the target-specific required groups and patterns are present with no checked soft block.
Errors
No navigation, capture or process error
Screenshot
Private viewport PNG SHA-256: 14617a3069f5401232fa86a65c94a306d63b41f9243f15a4330dbcf3c4b5701a
Capture SHA-256
218877327eca54f4694993d3011daf1e55b471f177e01cfbf11ee3cb2ebafc48
Exact settings and attempt metadata

Crawlee

UTC start / finish
2026-09-29T22:45:19.356Z / 2026-09-29T22:45:20.521Z
Original / final URL
https://www.scrapingcourse.com/javascript-rendering
https://www.scrapingcourse.com/javascript-rendering
Redirects
none
Status / content outcome
HTTP 200; missing required content. Nonempty checked text.
Latency basis
1.059 s HTTP navigation, transfer and Cheerio parsing (or error completion)
Sampled process-tree PSS
94.578 MiB sampled peak; 24 samples
Capture
29,640 bytes; Complete client-decompressed HTTP body before Cheerio conversion
Checked text
72 characters; minimum 300
Required word groups
chaz kangeroo hoodie / teton pullover hoodie: missing
Listing patterns
[$£€]\s?\d[\d,.]*: 0 matches; needs 3
Soft-block / gate phrases
No checked soft-block phrase / No checked gate phrase
Private capture inspection
Saved HTTP body rechecked with unchanged rules: missing required content.
Errors
No navigation, capture or process error
Screenshot
HTTP mode; no browser or screenshot
Capture SHA-256
b9daac7e24122000dbc457ed0e4ed24b43b89593db88eac038e98499db93292a
Exact settings and attempt metadata

curl_cffi

UTC start / finish
2026-09-29T21:53:59.051969+00:00 / 2026-09-29T21:53:59.875759+00:00
Original / final URL
https://www.scrapingcourse.com/javascript-rendering
https://www.scrapingcourse.com/javascript-rendering
Redirects
none
Status / content outcome
HTTP 200; missing required content. Nonempty checked text.
Latency basis
0.822 s session.get body transfer; 0.824 s attempt
Sampled process-tree PSS
22.417 MiB sampled peak; 10 samples
Capture
29,640 bytes; Complete client-decompressed HTTP body
Checked text
72 characters; minimum 300
Required word groups
chaz kangeroo hoodie / teton pullover hoodie: missing
Listing patterns
[$£€]\s?\d[\d,.]*: 0 matches; needs 3
Soft-block / gate phrases
No checked soft-block phrase / No checked gate phrase
Private capture inspection
Original client-decompressed body was rechecked with unchanged rules: missing required content.
Errors
No navigation, capture or process error
Screenshot
HTTP mode; no screenshot
Capture SHA-256
b9daac7e24122000dbc457ed0e4ed24b43b89593db88eac038e98499db93292a
Exact settings and attempt metadata

Lightpanda

UTC start / finish
2026-09-29T19:27:15.694856+00:00 / 2026-09-29T19:27:19.609606+00:00
Original / final URL
https://www.scrapingcourse.com/javascript-rendering
https://www.scrapingcourse.com/javascript-rendering
Redirects
none
Status / content outcome
HTTP 200; all content checks met. Nonempty checked text.
Latency basis
1.492 s navigation; 3.500 s through DOM capture; 3.915 s total
Sampled process-tree PSS
195.919 MiB sampled peak; 39 samples
Capture
27,705 bytes; Complete serialized UTF-8 DOM
Checked text
381 characters; minimum 300
Required word groups
chaz kangeroo hoodie / teton pullover hoodie: matched chaz kangeroo hoodie, teton pullover hoodie
Listing patterns
[$£€]\s?\d[\d,.]*: 12 matches; needs 3
Soft-block / gate phrases
No checked soft-block phrase / No checked gate phrase
Private capture inspection
The JavaScript challenge contains rendered product names and prices. A static enable-JavaScript instruction also remains in the DOM.
Errors
No navigation, capture or process error
Screenshot
No saved screenshot
Capture SHA-256
d925bc7d518a14e762ab70b04d3d6d2b6866a13d05a578a7d98f851753d3b975
Exact settings and attempt metadata

Patchright

UTC start / finish
2026-09-29T19:41:26.011231+00:00 / 2026-09-29T19:41:30.485403+00:00
Original / final URL
https://www.scrapingcourse.com/javascript-rendering
https://www.scrapingcourse.com/javascript-rendering
Redirects
none
Status / content outcome
HTTP 200; all content checks met. Nonempty checked text.
Latency basis
1.623 s navigation; 3.631 s through DOM capture; 4.474 s total
Sampled process-tree PSS
688.363 MiB sampled peak; 36 samples
Capture
27,714 bytes; Complete serialized UTF-8 DOM
Checked text
381 characters; minimum 300
Required word groups
chaz kangeroo hoodie / teton pullover hoodie: matched chaz kangeroo hoodie, teton pullover hoodie
Listing patterns
[$£€]\s?\d[\d,.]*: 12 matches; needs 3
Soft-block / gate phrases
No checked soft-block phrase / No checked gate phrase
Private capture inspection
Rendered product names and twelve prices meet the JavaScript challenge checks; the static enable-JavaScript instruction remains in the DOM.
Errors
No navigation, capture or process error
Screenshot
Private viewport PNG SHA-256: eb1aa4bd8664a070c30f849669bb3510f081929cf2e7cc962215683646b081b1
Capture SHA-256
218877327eca54f4694993d3011daf1e55b471f177e01cfbf11ee3cb2ebafc48
Exact settings and attempt metadata

Playwright

UTC start / finish
2026-09-29T22:27:20.777619+00:00 / 2026-09-29T22:27:25.079809+00:00
Original / final URL
https://www.scrapingcourse.com/javascript-rendering
https://www.scrapingcourse.com/javascript-rendering
Redirects
none
Status / content outcome
HTTP 200; all content checks met. Nonempty checked text.
Latency basis
1.502 s navigation; 3.508 s through DOM capture; 4.302 s total
Sampled process-tree PSS
768.762 MiB sampled peak; 35 samples
Capture
27,714 bytes; Complete serialized UTF-8 DOM
Checked text
381 characters; minimum 300
Required word groups
chaz kangeroo hoodie / teton pullover hoodie: matched chaz kangeroo hoodie, teton pullover hoodie
Listing patterns
[$£€]\s?\d[\d,.]*: 12 matches; needs 3
Soft-block / gate phrases
No checked soft-block phrase / No checked gate phrase
Private capture inspection
Complete saved DOM met all unchanged word groups, listing patterns and minimum text. No complete field extraction was verified.
Errors
No navigation, capture or process error
Screenshot
Private viewport PNG SHA-256: eb1aa4bd8664a070c30f849669bb3510f081929cf2e7cc962215683646b081b1
Capture SHA-256
218877327eca54f4694993d3011daf1e55b471f177e01cfbf11ee3cb2ebafc48
Exact settings and attempt metadata

Scrapling

UTC start / finish
2026-09-29T20:07:51.173520+00:00 / 2026-09-29T20:07:52.041082+00:00
Original / final URL
https://www.scrapingcourse.com/javascript-rendering
https://www.scrapingcourse.com/javascript-rendering
Redirects
none
Status / content outcome
HTTP 200; missing required content. Nonempty checked text.
Latency basis
0.867 s body transfer and selector construction
Sampled process-tree PSS
36.512 MiB sampled peak; 11 samples
Capture
29,640 bytes; Complete client-decompressed HTTP body
Checked text
72 characters; minimum 300
Required word groups
chaz kangeroo hoodie / teton pullover hoodie: missing
Listing patterns
[$£€]\s?\d[\d,.]*: 0 matches; needs 3
Soft-block / gate phrases
No checked soft-block phrase / No checked gate phrase
Private capture inspection
HTTP 200 source contains the JavaScript challenge instruction but no product/price listing. The unchanged checks fail; no browser fallback.
Errors
No navigation, capture or process error
Screenshot
HTTP mode; no screenshot
Capture SHA-256
b9daac7e24122000dbc457ed0e4ed24b43b89593db88eac038e98499db93292a
Exact settings and attempt metadata

Scrapy

UTC start / finish
2026-09-29T22:09:15.615151+00:00 / 2026-09-29T22:09:17.030178+00:00
Original / final URL
https://www.scrapingcourse.com/javascript-rendering
https://www.scrapingcourse.com/javascript-rendering
Redirects
none
Status / content outcome
HTTP 200; missing required content. Nonempty checked text.
Latency basis
0.821 s initial request scheduling through response/errback; 1.415 s worker attempt
Sampled process-tree PSS
62.289 MiB sampled peak; 18 samples
Capture
29,640 bytes; Complete client-decompressed Spider response
Checked text
72 characters; minimum 300
Required word groups
chaz kangeroo hoodie / teton pullover hoodie: missing
Listing patterns
[$£€]\s?\d[\d,.]*: 0 matches; needs 3
Soft-block / gate phrases
No checked soft-block phrase / No checked gate phrase
Private capture inspection
Saved response was rechecked with unchanged rules: missing required content.
Errors
No navigation, capture or process error
Screenshot
HTTP mode; no screenshot
Capture SHA-256
b9daac7e24122000dbc457ed0e4ed24b43b89593db88eac038e98499db93292a
Exact settings and attempt metadata

SeleniumBase

UTC start / finish
2026-09-29T21:29:41.870404+00:00 / 2026-09-29T21:29:46.473109+00:00
Original / final URL
https://www.scrapingcourse.com/javascript-rendering
https://www.scrapingcourse.com/javascript-rendering
Redirects
none
Status / content outcome
HTTP 200; all content checks met. Nonempty checked text.
Latency basis
1.579 s navigation; 3.591 s through DOM capture; 4.603 s total
Sampled process-tree PSS
718.292 MiB sampled peak; 40 samples
Capture
27,699 bytes; Complete serialized UTF-8 DOM
Checked text
381 characters; minimum 300
Required word groups
chaz kangeroo hoodie / teton pullover hoodie: matched chaz kangeroo hoodie, teton pullover hoodie
Listing patterns
[$£€]\s?\d[\d,.]*: 12 matches; needs 3
Soft-block / gate phrases
No checked soft-block phrase / No checked gate phrase
Private capture inspection
Complete saved DOM met all unchanged required word groups, listing patterns and minimum text; not verified field extraction.
Errors
No navigation, capture or process error
Screenshot
Private viewport PNG SHA-256: 2e5d583db9fb8f360b1effe1104993ca7f95d79135b1b3a60e930de1b463396d
Capture SHA-256
b3547a1268b5770f61e6081f1e873a52212accc5a401ab7bbd7a838cc82e93bb
Exact settings and attempt metadata

wreq Python

UTC start / finish
2026-09-29T19:16:31.421916+00:00 / 2026-09-29T19:16:32.556653+00:00
Original / final URL
https://www.scrapingcourse.com/javascript-rendering
https://www.scrapingcourse.com/javascript-rendering
Redirects
none
Status / content outcome
HTTP 200; missing required content. Nonempty checked text.
Latency basis
1.135 s HTTP body transfer
Sampled process-tree PSS
Not measured
Capture
29,640 bytes; Original client-decompressed HTTP body
Checked text
72 characters; minimum 300
Required word groups
chaz kangeroo hoodie / teton pullover hoodie: missing
Listing patterns
[$£€]\s?\d[\d,.]*: 0 matches; needs 3
Soft-block / gate phrases
No checked soft-block phrase / No checked gate phrase
Private capture inspection
HTML requests JavaScript; no required product text or prices.
Errors
No navigation, capture or process error
Screenshot
HTTP mode; no screenshot
Capture SHA-256
b9daac7e24122000dbc457ed0e4ed24b43b89593db88eac038e98499db93292a
Exact settings and attempt metadata
Link to this twelve-tool target record
26. Web Scraping DevjavascriptBotasaurus · HTTP 200usableCamoufox · HTTP 200usableCrawlee · HTTP 200missing required contentcurl_cffi · HTTP 200missing required contentLightpanda · HTTP 200usablePatchright · HTTP 200usablePlaywright · HTTP 200usablePuppeteer · HTTP 200usableScrapling · HTTP 200missing required contentScrapy · HTTP 200missing required contentSeleniumBase · HTTP 200usablewreq Python · HTTP 200missing required content

Required: Review text loaded by the JavaScript review interface. https://web-scraping.dev/reviews

Puppeteer

UTC start / finish
2026-09-29T23:07:47.191Z / 2026-09-29T23:07:51.572Z
Original / final URL
https://web-scraping.dev/reviews
https://web-scraping.dev/reviews
Redirects
no http redirect observed
Status / content outcome
HTTP 200; all content checks met. Nonempty checked text.
Latency basis
1.8735807709999999 s navigation; 3.878 s through DOM capture; 4.381504042 s total
Sampled process-tree PSS
438.122 MiB sampled peak; 36 samples
Capture
38,246 bytes; Complete serialized UTF-8 DOM
Checked text
2,008 characters; minimum 300
Required word groups
unique flavor and great energy boost / excellent energy drink for gamers: matched unique flavor and great energy boost, excellent energy drink for gamers
Listing patterns
No additional pattern
Soft-block / gate phrases
No checked soft-block phrase / No checked gate phrase
Private capture inspection
Saved serialized DOM rechecked offline with unchanged rules: usable. This does not prove rendered visibility, complete field extraction or interaction.
Errors
No navigation, capture or process error
Screenshot
Private viewport PNG SHA-256: aa5980222ab09614c1603b45703a5a4483c9e631bc699a8421ae058b5b32c864
Capture SHA-256
463b9848988fe202d3a884d431bb47ce221a6aac0dc805508da98762f88477ad
Exact settings and attempt metadata

Botasaurus

UTC start / finish
2026-09-29T21:07:59.005401+00:00 / 2026-09-29T21:08:04.140103+00:00
Original / final URL
https://web-scraping.dev/reviews
https://web-scraping.dev/reviews
Redirects
none
Status / content outcome
HTTP 200; all content checks met. Nonempty checked text.
Latency basis
2.5 s navigation; 4.546 s through DOM capture; 5.135 s total
Sampled process-tree PSS
556.545 MiB sampled peak; 41 samples
Capture
38,246 bytes; Complete serialized UTF-8 DOM
Checked text
2,008 characters; minimum 300
Required word groups
unique flavor and great energy boost / excellent energy drink for gamers: matched unique flavor and great energy boost, excellent energy drink for gamers
Listing patterns
No additional pattern
Soft-block / gate phrases
No checked soft-block phrase / No checked gate phrase
Private capture inspection
Complete saved DOM met all unchanged required word groups, listing patterns and minimum text; not verified field extraction.
Errors
No navigation, capture or process error
Screenshot
Private viewport PNG SHA-256: de4809f6c132669aa97f4e2fe1e1adab47b8f309c557ee9752796584b6c60fc5
Capture SHA-256
463b9848988fe202d3a884d431bb47ce221a6aac0dc805508da98762f88477ad
Exact settings and attempt metadata

Camoufox

UTC start / finish
2026-09-29T19:57:44.506272+00:00 / 2026-09-29T19:57:53.667794+00:00
Original / final URL
https://web-scraping.dev/reviews
https://web-scraping.dev/reviews
Redirects
none
Status / content outcome
HTTP 200; all content checks met. Nonempty checked text.
Latency basis
4.126 s navigation; 6.136 s through DOM capture; 9.161 s total
Sampled process-tree PSS
886.935 MiB sampled peak; 81 samples
Capture
38,246 bytes; Complete serialized UTF-8 DOM
Checked text
2,008 characters; minimum 300
Required word groups
unique flavor and great energy boost / excellent energy drink for gamers: matched unique flavor and great energy boost, excellent energy drink for gamers
Listing patterns
No additional pattern
Soft-block / gate phrases
No checked soft-block phrase / No checked gate phrase
Private capture inspection
Private DOM inspected: the target-specific required groups and patterns are present with no checked soft block.
Errors
No navigation, capture or process error
Screenshot
Private viewport PNG SHA-256: f2a70752235f20524902e8d8c5ec1df6b3577775ad165f9e626ddbbf94bc6468
Capture SHA-256
463b9848988fe202d3a884d431bb47ce221a6aac0dc805508da98762f88477ad
Exact settings and attempt metadata

Crawlee

UTC start / finish
2026-09-29T22:45:23.852Z / 2026-09-29T22:45:25.513Z
Original / final URL
https://web-scraping.dev/reviews
https://web-scraping.dev/reviews
Redirects
none
Status / content outcome
HTTP 200; missing required content. Nonempty checked text.
Latency basis
1.575 s HTTP navigation, transfer and Cheerio parsing (or error completion)
Sampled process-tree PSS
98.441 MiB sampled peak; 28 samples
Capture
14,727 bytes; Complete client-decompressed HTTP body before Cheerio conversion
Checked text
244 characters; minimum 300
Required word groups
unique flavor and great energy boost / excellent energy drink for gamers: missing
Listing patterns
No additional pattern
Soft-block / gate phrases
No checked soft-block phrase / No checked gate phrase
Private capture inspection
Saved HTTP body rechecked with unchanged rules: missing required content. HTTP mode does not execute JavaScript to populate reviews.
Errors
No navigation, capture or process error
Screenshot
HTTP mode; no browser or screenshot
Capture SHA-256
77a5e13ddd2d8d9d65ba531340293d16870224866f7d52bbf7377f113b514665
Exact settings and attempt metadata

curl_cffi

UTC start / finish
2026-09-29T21:54:02.077056+00:00 / 2026-09-29T21:54:02.837679+00:00
Original / final URL
https://web-scraping.dev/reviews
https://web-scraping.dev/reviews
Redirects
none
Status / content outcome
HTTP 200; missing required content. Nonempty checked text.
Latency basis
0.759 s session.get body transfer; 0.761 s attempt
Sampled process-tree PSS
22.562 MiB sampled peak; 9 samples
Capture
14,727 bytes; Complete client-decompressed HTTP body
Checked text
244 characters; minimum 300
Required word groups
unique flavor and great energy boost / excellent energy drink for gamers: missing
Listing patterns
No additional pattern
Soft-block / gate phrases
No checked soft-block phrase / No checked gate phrase
Private capture inspection
Original client-decompressed body was rechecked with unchanged rules: missing required content. The reviews route returns source HTML in this HTTP mode; no browser/JavaScript was run to populate reviews.
Errors
No navigation, capture or process error
Screenshot
HTTP mode; no screenshot
Capture SHA-256
77a5e13ddd2d8d9d65ba531340293d16870224866f7d52bbf7377f113b514665
Exact settings and attempt metadata

Lightpanda

UTC start / finish
2026-09-29T19:27:21.779737+00:00 / 2026-09-29T19:27:25.925648+00:00
Original / final URL
https://web-scraping.dev/reviews
https://web-scraping.dev/reviews
Redirects
none
Status / content outcome
HTTP 200; all content checks met. Nonempty checked text.
Latency basis
1.72 s navigation; 3.728 s through DOM capture; 4.146 s total
Sampled process-tree PSS
190.668 MiB sampled peak; 41 samples
Capture
38,246 bytes; Complete serialized UTF-8 DOM
Checked text
2,008 characters; minimum 300
Required word groups
unique flavor and great energy boost / excellent energy drink for gamers: matched unique flavor and great energy boost, excellent energy drink for gamers
Listing patterns
No additional pattern
Soft-block / gate phrases
No checked soft-block phrase / No checked gate phrase
Private capture inspection
Product-review text appears in the captured DOM and meets the review checks.
Errors
No navigation, capture or process error
Screenshot
No saved screenshot
Capture SHA-256
463b9848988fe202d3a884d431bb47ce221a6aac0dc805508da98762f88477ad
Exact settings and attempt metadata

Patchright

UTC start / finish
2026-09-29T19:41:32.762014+00:00 / 2026-09-29T19:41:37.657142+00:00
Original / final URL
https://web-scraping.dev/reviews
https://web-scraping.dev/reviews
Redirects
none
Status / content outcome
HTTP 200; all content checks met. Nonempty checked text.
Latency basis
2.079 s navigation; 4.089 s through DOM capture; 4.895 s total
Sampled process-tree PSS
573.422 MiB sampled peak; 39 samples
Capture
38,246 bytes; Complete serialized UTF-8 DOM
Checked text
2,008 characters; minimum 300
Required word groups
unique flavor and great energy boost / excellent energy drink for gamers: matched unique flavor and great energy boost, excellent energy drink for gamers
Listing patterns
No additional pattern
Soft-block / gate phrases
No checked soft-block phrase / No checked gate phrase
Private capture inspection
Product-review text in the DOM meets the preset review checks.
Errors
No navigation, capture or process error
Screenshot
Private viewport PNG SHA-256: aa5980222ab09614c1603b45703a5a4483c9e631bc699a8421ae058b5b32c864
Capture SHA-256
463b9848988fe202d3a884d431bb47ce221a6aac0dc805508da98762f88477ad
Exact settings and attempt metadata

Playwright

UTC start / finish
2026-09-29T22:27:27.261473+00:00 / 2026-09-29T22:27:32.015156+00:00
Original / final URL
https://web-scraping.dev/reviews
https://web-scraping.dev/reviews
Redirects
none
Status / content outcome
HTTP 200; all content checks met. Nonempty checked text.
Latency basis
1.941 s navigation; 3.949 s through DOM capture; 4.754 s total
Sampled process-tree PSS
560.948 MiB sampled peak; 39 samples
Capture
38,246 bytes; Complete serialized UTF-8 DOM
Checked text
2,008 characters; minimum 300
Required word groups
unique flavor and great energy boost / excellent energy drink for gamers: matched unique flavor and great energy boost, excellent energy drink for gamers
Listing patterns
No additional pattern
Soft-block / gate phrases
No checked soft-block phrase / No checked gate phrase
Private capture inspection
Complete saved DOM met all unchanged word groups, listing patterns and minimum text. No complete field extraction was verified.
Errors
No navigation, capture or process error
Screenshot
Private viewport PNG SHA-256: aa5980222ab09614c1603b45703a5a4483c9e631bc699a8421ae058b5b32c864
Capture SHA-256
463b9848988fe202d3a884d431bb47ce221a6aac0dc805508da98762f88477ad
Exact settings and attempt metadata

Scrapling

UTC start / finish
2026-09-29T20:07:54.307134+00:00 / 2026-09-29T20:07:55.087536+00:00
Original / final URL
https://web-scraping.dev/reviews
https://web-scraping.dev/reviews
Redirects
none
Status / content outcome
HTTP 200; missing required content. Nonempty checked text.
Latency basis
0.780 s body transfer and selector construction
Sampled process-tree PSS
36.957 MiB sampled peak; 11 samples
Capture
14,727 bytes; Complete client-decompressed HTTP body
Checked text
244 characters; minimum 300
Required word groups
unique flavor and great energy boost / excellent energy drink for gamers: missing
Listing patterns
No additional pattern
Soft-block / gate phrases
No checked soft-block phrase / No checked gate phrase
Private capture inspection
HTTP 200 source contains review navigation and load-more shell but no required review content. No JavaScript execution; browser captures earlier passed.
Errors
No navigation, capture or process error
Screenshot
HTTP mode; no screenshot
Capture SHA-256
77a5e13ddd2d8d9d65ba531340293d16870224866f7d52bbf7377f113b514665
Exact settings and attempt metadata

Scrapy

UTC start / finish
2026-09-29T22:09:19.456860+00:00 / 2026-09-29T22:09:21.039665+00:00
Original / final URL
https://web-scraping.dev/reviews
https://web-scraping.dev/reviews
Redirects
none
Status / content outcome
HTTP 200; missing required content. Nonempty checked text.
Latency basis
0.756 s initial request scheduling through response/errback; 1.583 s worker attempt
Sampled process-tree PSS
61.281 MiB sampled peak; 19 samples
Capture
14,727 bytes; Complete client-decompressed Spider response
Checked text
244 characters; minimum 300
Required word groups
unique flavor and great energy boost / excellent energy drink for gamers: missing
Listing patterns
No additional pattern
Soft-block / gate phrases
No checked soft-block phrase / No checked gate phrase
Private capture inspection
Saved response was rechecked with unchanged rules: missing required content. This HTTP-only pass did not execute JavaScript to populate the reviews route.
Errors
No navigation, capture or process error
Screenshot
HTTP mode; no screenshot
Capture SHA-256
77a5e13ddd2d8d9d65ba531340293d16870224866f7d52bbf7377f113b514665
Exact settings and attempt metadata

SeleniumBase

UTC start / finish
2026-09-29T21:29:49.175266+00:00 / 2026-09-29T21:29:54.049707+00:00
Original / final URL
https://web-scraping.dev/reviews
https://web-scraping.dev/reviews
Redirects
none
Status / content outcome
HTTP 200; all content checks met. Nonempty checked text.
Latency basis
1.905 s navigation; 3.919 s through DOM capture; 4.874 s total
Sampled process-tree PSS
596.073 MiB sampled peak; 42 samples
Capture
38,231 bytes; Complete serialized UTF-8 DOM
Checked text
2,008 characters; minimum 300
Required word groups
unique flavor and great energy boost / excellent energy drink for gamers: matched unique flavor and great energy boost, excellent energy drink for gamers
Listing patterns
No additional pattern
Soft-block / gate phrases
No checked soft-block phrase / No checked gate phrase
Private capture inspection
Complete saved DOM met all unchanged required word groups, listing patterns and minimum text; not verified field extraction.
Errors
No navigation, capture or process error
Screenshot
Private viewport PNG SHA-256: b40e0e44e48dfcaff95a4fe94139bbcca78a3c873b9c729fef491ee015de85b2
Capture SHA-256
c182fe93e7a610463e4cf7fc9c6be53d994fdf5afe63442617efaef488c86935
Exact settings and attempt metadata

wreq Python

UTC start / finish
2026-09-29T19:16:34.561906+00:00 / 2026-09-29T19:16:35.392612+00:00
Original / final URL
https://web-scraping.dev/reviews
https://web-scraping.dev/reviews
Redirects
none
Status / content outcome
HTTP 200; missing required content. Nonempty checked text.
Latency basis
0.831 s HTTP body transfer
Sampled process-tree PSS
Not measured
Capture
14,727 bytes; Original client-decompressed HTTP body
Checked text
244 characters; minimum 300
Required word groups
unique flavor and great energy boost / excellent energy drink for gamers: missing
Listing patterns
No additional pattern
Soft-block / gate phrases
No checked soft-block phrase / No checked gate phrase
Private capture inspection
Review interface shell; required review text absent outside scripts.
Errors
No navigation, capture or process error
Screenshot
HTTP mode; no screenshot
Capture SHA-256
77a5e13ddd2d8d9d65ba531340293d16870224866f7d52bbf7377f113b514665
Exact settings and attempt metadata
Link to this twelve-tool target record
27. Example DomaincontrolBotasaurus · HTTP 200missing required contentCamoufox · HTTP 200missing required contentCrawlee · HTTP 200missing required contentcurl_cffi · HTTP 200missing required contentLightpanda · HTTP 200missing required contentPatchright · HTTP 200missing required contentPlaywright · HTTP 200missing required contentPuppeteer · HTTP 200missing required contentScrapling · HTTP 200missing required contentScrapy · HTTP 200missing required contentSeleniumBase · HTTP 200missing required contentwreq Python · HTTP 200missing required content

Required: Example Domain heading and documentation explanation. https://example.com/

Puppeteer

UTC start / finish
2026-09-29T23:07:53.790Z / 2026-09-29T23:07:56.393Z
Original / final URL
https://example.com/
https://example.com/
Redirects
no http redirect observed
Status / content outcome
HTTP 200; missing required content. Nonempty checked text.
Latency basis
0.10223312599999997 s navigation; 2.106 s through DOM capture; 2.6026159499999997 s total
Sampled process-tree PSS
423.574 MiB sampled peak; 23 samples
Capture
12,747 bytes; Complete serialized UTF-8 DOM
Checked text
1,460 characters; minimum 100
Required word groups
example domain: missing
documentation examples: missing
Listing patterns
No additional pattern
Soft-block / gate phrases
No checked soft-block phrase / No checked gate phrase
Private capture inspection
Saved serialized DOM rechecked offline with unchanged rules: missing required content. This does not prove rendered visibility, complete field extraction or interaction. Separate-letter markup and documentation-use wording are a known frozen-check limitation.
Errors
No navigation, capture or process error
Screenshot
Private viewport PNG SHA-256: d67afc9796a7d8f8f821e2744a7bedead5e71122135ff2319c5011299a16add7
Capture SHA-256
2bada5fdd4fc441dbad75bf20dc7fa4b389d24af5e071cd6d5195a5c4f6373b1
Exact settings and attempt metadata

Botasaurus

UTC start / finish
2026-09-29T21:08:06.678258+00:00 / 2026-09-29T21:08:09.752929+00:00
Original / final URL
https://example.com/
https://example.com/
Redirects
none
Status / content outcome
HTTP 200; missing required content. Nonempty checked text.
Latency basis
0.443 s navigation; 2.508 s through DOM capture; 3.075 s total
Sampled process-tree PSS
531.634 MiB sampled peak; 27 samples
Capture
12,747 bytes; Complete serialized UTF-8 DOM
Checked text
1,460 characters; minimum 100
Required word groups
example domain: missing
documentation examples: missing
Listing patterns
No additional pattern
Soft-block / gate phrases
No checked soft-block phrase / No checked gate phrase
Private capture inspection
Saved DOM was rechecked against frozen content rules; missing required content. Private viewport showed documentation-example text. The saved DOM used individual letter spans and an SVG icon; frozen source-text checks did not match the required phrases. No parser or phrase rule was changed.
Errors
No navigation, capture or process error
Screenshot
Private viewport PNG SHA-256: 5e49f45bcbc6b34e9d1db0ef2c5f3eb1a8f198888b380b641c717fc278e0d084
Capture SHA-256
2bada5fdd4fc441dbad75bf20dc7fa4b389d24af5e071cd6d5195a5c4f6373b1
Exact settings and attempt metadata

Camoufox

UTC start / finish
2026-09-29T19:57:56.432355+00:00 / 2026-09-29T19:58:03.638220+00:00
Original / final URL
https://example.com/
https://example.com/
Redirects
none
Status / content outcome
HTTP 200; missing required content. Nonempty checked text.
Latency basis
0.232 s navigation; 2.329 s through DOM capture; 7.206 s total
Sampled process-tree PSS
802.572 MiB sampled peak; 65 samples
Capture
12,747 bytes; Complete serialized UTF-8 DOM
Checked text
1,460 characters; minimum 100
Required word groups
example domain: missing
documentation examples: missing
Listing patterns
No additional pattern
Soft-block / gate phrases
No checked soft-block phrase / No checked gate phrase
Private capture inspection
HTTP 200 contains character-split DOM text. The unchanged parser inserts spaces between nodes, so strict required phrases fail, as in Patchright and Lightpanda. This is a validator sensitivity, not a claimed access block.
Errors
No navigation, capture or process error
Screenshot
Private viewport PNG SHA-256: 005824cf18b88cb7c7d647e64178e713673d512bb54d94b1957761203004076d
Capture SHA-256
2bada5fdd4fc441dbad75bf20dc7fa4b389d24af5e071cd6d5195a5c4f6373b1
Exact settings and attempt metadata

Crawlee

UTC start / finish
2026-09-29T22:45:28.757Z / 2026-09-29T22:45:29.128Z
Original / final URL
https://example.com/
https://example.com/
Redirects
none
Status / content outcome
HTTP 200; missing required content. Nonempty checked text.
Latency basis
0.272 s HTTP navigation, transfer and Cheerio parsing (or error completion)
Sampled process-tree PSS
91.766 MiB sampled peak; 16 samples
Capture
713 bytes; Complete client-decompressed HTTP body before Cheerio conversion
Checked text
167 characters; minimum 100
Required word groups
example domain: missing
documentation examples: matched documentation examples
Listing patterns
No additional pattern
Soft-block / gate phrases
No checked soft-block phrase / No checked gate phrase
Private capture inspection
Saved HTTP body rechecked with unchanged rules: missing required content. Documentation-use wording did not match the frozen Example Domain phrase. No browser/CSS visibility was inspected.
Errors
No navigation, capture or process error
Screenshot
HTTP mode; no browser or screenshot
Capture SHA-256
7d3e61f8f627c8cc640c209ba0777db95f198a64e766f47484c321d5eb5e0962
Exact settings and attempt metadata

curl_cffi

UTC start / finish
2026-09-29T21:54:04.992419+00:00 / 2026-09-29T21:54:05.125858+00:00
Original / final URL
https://example.com/
https://example.com/
Redirects
none
Status / content outcome
HTTP 200; missing required content. Nonempty checked text.
Latency basis
0.132 s session.get body transfer; 0.133 s attempt
Sampled process-tree PSS
19.675 MiB sampled peak; 3 samples
Capture
713 bytes; Complete client-decompressed HTTP body
Checked text
167 characters; minimum 100
Required word groups
example domain: missing
documentation examples: matched documentation examples
Listing patterns
No additional pattern
Soft-block / gate phrases
No checked soft-block phrase / No checked gate phrase
Private capture inspection
Original client-decompressed body was rechecked with unchanged rules: missing required content. Checked source text contained documentation-example wording but not the required Example Domain phrase. The frozen parser and word rule stay unchanged.
Errors
No navigation, capture or process error
Screenshot
HTTP mode; no screenshot
Capture SHA-256
7d3e61f8f627c8cc640c209ba0777db95f198a64e766f47484c321d5eb5e0962
Exact settings and attempt metadata

Lightpanda

UTC start / finish
2026-09-29T19:27:28.158433+00:00 / 2026-09-29T19:27:30.662923+00:00
Original / final URL
https://example.com/
https://example.com/
Redirects
none
Status / content outcome
HTTP 200; missing required content. Nonempty checked text.
Latency basis
0.046 s navigation; 2.053 s through DOM capture; 2.504 s total
Sampled process-tree PSS
171.936 MiB sampled peak; 26 samples
Capture
12,747 bytes; Complete serialized UTF-8 DOM
Checked text
1,460 characters; minimum 100
Required word groups
example domain: missing
documentation examples: missing
Listing patterns
No additional pattern
Soft-block / gate phrases
No checked soft-block phrase / No checked gate phrase
Private capture inspection
Documentation-domain text is present, but the DOM breaks some words into separate text nodes. The unchanged source-text checker inserts spaces, so the exact required text fails. Kept as a strict-check failure.
Errors
No navigation, capture or process error
Screenshot
No saved screenshot
Capture SHA-256
2bada5fdd4fc441dbad75bf20dc7fa4b389d24af5e071cd6d5195a5c4f6373b1
Exact settings and attempt metadata

Patchright

UTC start / finish
2026-09-29T19:41:39.879966+00:00 / 2026-09-29T19:41:42.775560+00:00
Original / final URL
https://example.com/
https://example.com/
Redirects
none
Status / content outcome
HTTP 200; missing required content. Nonempty checked text.
Latency basis
0.151 s navigation; 2.161 s through DOM capture; 2.895 s total
Sampled process-tree PSS
553.682 MiB sampled peak; 25 samples
Capture
12,747 bytes; Complete serialized UTF-8 DOM
Checked text
1,460 characters; minimum 100
Required word groups
example domain: missing
documentation examples: missing
Listing patterns
No additional pattern
Soft-block / gate phrases
No checked soft-block phrase / No checked gate phrase
Private capture inspection
Documentation-domain content is present but some words are split into separate text nodes. The unchanged checker inserts spaces and misses the exact required text, as in Lightpanda. Kept as a strict-check failure.
Errors
No navigation, capture or process error
Screenshot
Private viewport PNG SHA-256: d67afc9796a7d8f8f821e2744a7bedead5e71122135ff2319c5011299a16add7
Capture SHA-256
2bada5fdd4fc441dbad75bf20dc7fa4b389d24af5e071cd6d5195a5c4f6373b1
Exact settings and attempt metadata

Playwright

UTC start / finish
2026-09-29T22:27:34.245963+00:00 / 2026-09-29T22:27:37.140045+00:00
Original / final URL
https://example.com/
https://example.com/
Redirects
none
Status / content outcome
HTTP 200; missing required content. Nonempty checked text.
Latency basis
0.129 s navigation; 2.135 s through DOM capture; 2.894 s total
Sampled process-tree PSS
559.247 MiB sampled peak; 24 samples
Capture
12,747 bytes; Complete serialized UTF-8 DOM
Checked text
1,460 characters; minimum 100
Required word groups
example domain: missing
documentation examples: missing
Listing patterns
No additional pattern
Soft-block / gate phrases
No checked soft-block phrase / No checked gate phrase
Private capture inspection
Saved DOM rechecked against unchanged rules: missing required content. Frozen source parser/phrase rules are unchanged. The DOM parser does not resolve CSS visibility, separate-letter styling or iframe/shadow-root text.
Errors
No navigation, capture or process error
Screenshot
Private viewport PNG SHA-256: d67afc9796a7d8f8f821e2744a7bedead5e71122135ff2319c5011299a16add7
Capture SHA-256
2bada5fdd4fc441dbad75bf20dc7fa4b389d24af5e071cd6d5195a5c4f6373b1
Exact settings and attempt metadata

Scrapling

UTC start / finish
2026-09-29T20:07:57.450980+00:00 / 2026-09-29T20:07:57.570062+00:00
Original / final URL
https://example.com/
https://example.com/
Redirects
none
Status / content outcome
HTTP 200; missing required content. Nonempty checked text.
Latency basis
0.119 s body transfer and selector construction
Sampled process-tree PSS
36.106 MiB sampled peak; 4 samples
Capture
713 bytes; Complete client-decompressed HTTP body
Checked text
167 characters; minimum 100
Required word groups
example domain: missing
documentation examples: matched documentation examples
Listing patterns
No additional pattern
Soft-block / gate phrases
No checked soft-block phrase / No checked gate phrase
Private capture inspection
HTTP 200 explanatory text is present, but the required Example Domain heading is absent from checked body text. This is a strict content failure, not a claimed access block; no validator change.
Errors
No navigation, capture or process error
Screenshot
HTTP mode; no screenshot
Capture SHA-256
7d3e61f8f627c8cc640c209ba0777db95f198a64e766f47484c321d5eb5e0962
Exact settings and attempt metadata

Scrapy

UTC start / finish
2026-09-29T22:09:23.511273+00:00 / 2026-09-29T22:09:24.208589+00:00
Original / final URL
https://example.com/
https://example.com/
Redirects
none
Status / content outcome
HTTP 200; missing required content. Nonempty checked text.
Latency basis
0.081 s initial request scheduling through response/errback; 0.697 s worker attempt
Sampled process-tree PSS
61.461 MiB sampled peak; 11 samples
Capture
713 bytes; Complete client-decompressed Spider response
Checked text
167 characters; minimum 100
Required word groups
example domain: missing
documentation examples: matched documentation examples
Listing patterns
No additional pattern
Soft-block / gate phrases
No checked soft-block phrase / No checked gate phrase
Private capture inspection
Saved response was rechecked with unchanged rules: missing required content. The frozen source parser/phrase rule is unchanged; only its actual checked text and matches are reported, without a browser inspection.
Errors
No navigation, capture or process error
Screenshot
HTTP mode; no screenshot
Capture SHA-256
7d3e61f8f627c8cc640c209ba0777db95f198a64e766f47484c321d5eb5e0962
Exact settings and attempt metadata

SeleniumBase

UTC start / finish
2026-09-29T21:29:56.857440+00:00 / 2026-09-29T21:29:59.914162+00:00
Original / final URL
https://example.com/
https://example.com/
Redirects
none
Status / content outcome
HTTP 200; missing required content. Nonempty checked text.
Latency basis
0.157 s navigation; 2.164 s through DOM capture; 3.057 s total
Sampled process-tree PSS
568.129 MiB sampled peak; 30 samples
Capture
12,732 bytes; Complete serialized UTF-8 DOM
Checked text
1,460 characters; minimum 100
Required word groups
example domain: missing
documentation examples: missing
Listing patterns
No additional pattern
Soft-block / gate phrases
No checked soft-block phrase / No checked gate phrase
Private capture inspection
Saved DOM was rechecked against frozen content rules; missing required content. Private viewport showed documentation-example text. The saved DOM used individual letter spans and an SVG icon; frozen source-text checks did not match the required phrases. No parser or phrase rule was changed.
Errors
No navigation, capture or process error
Screenshot
Private viewport PNG SHA-256: ae631c9d15f270f77e68c2ffe9769194deefa3a6b0f309f29124fa5b49f8aa4c
Capture SHA-256
a495654a34719c9ad0b697c2820a21d85a0998c5f80dc9d4167292e09303d52c
Exact settings and attempt metadata

wreq Python

UTC start / finish
2026-09-29T19:16:37.396784+00:00 / 2026-09-29T19:16:37.429164+00:00
Original / final URL
https://example.com/
https://example.com/
Redirects
none
Status / content outcome
HTTP 200; missing required content. Nonempty checked text.
Latency basis
0.032 s HTTP body transfer
Sampled process-tree PSS
Not measured
Capture
713 bytes; Original client-decompressed HTTP body
Checked text
167 characters; minimum 100
Required word groups
example domain: missing
documentation examples: matched documentation examples
Listing patterns
No additional pattern
Soft-block / gate phrases
No checked soft-block phrase / No checked gate phrase
Private capture inspection
Documentation explanation present, but expected heading absent from body text. Target-content mismatch, not evidence of an anti-bot block.
Errors
No navigation, capture or process error
Screenshot
HTTP mode; no screenshot
Capture SHA-256
7d3e61f8f627c8cc640c209ba0777db95f198a64e766f47484c321d5eb5e0962
Exact settings and attempt metadata
Link to this twelve-tool target record
28. HTTPBingocontrolBotasaurus · HTTP 200usableCamoufox · HTTP 200usableCrawlee · HTTP 200usablecurl_cffi · HTTP 200usableLightpanda · HTTP 200usablePatchright · HTTP 200usablePlaywright · HTTP 200usablePuppeteer · HTTP 200usableScrapling · HTTP 200usableScrapy · HTTP 200usableSeleniumBase · HTTP 200usablewreq Python · HTTP 200usable

Required: Moby-Dick HTML sample. https://httpbingo.org/html

Puppeteer

UTC start / finish
2026-09-29T23:07:58.674Z / 2026-09-29T23:08:01.470Z
Original / final URL
https://httpbingo.org/html
https://httpbingo.org/html
Redirects
no http redirect observed
Status / content outcome
HTTP 200; all content checks met. Nonempty checked text.
Latency basis
0.2960201129999999 s navigation; 2.299 s through DOM capture; 2.7963765130000002 s total
Sampled process-tree PSS
409.126 MiB sampled peak; 24 samples
Capture
3,738 bytes; Complete serialized UTF-8 DOM
Checked text
3,594 characters; minimum 300
Required word groups
herman melville: matched herman melville
moby-dick: matched moby-dick
Listing patterns
No additional pattern
Soft-block / gate phrases
No checked soft-block phrase / No checked gate phrase
Private capture inspection
Saved serialized DOM rechecked offline with unchanged rules: usable. This does not prove rendered visibility, complete field extraction or interaction.
Errors
No navigation, capture or process error
Screenshot
Private viewport PNG SHA-256: 458ad51f3d636ff30c365b35a43227cc4292e9b01ae433cba3764e0decc810ef
Capture SHA-256
132cc77c9ba04c295faf21d5b13ed90b5d85c9630b194c06ba4d96fbc2421556
Exact settings and attempt metadata

Botasaurus

UTC start / finish
2026-09-29T21:08:12.305135+00:00 / 2026-09-29T21:08:15.636492+00:00
Original / final URL
https://httpbingo.org/html
https://httpbingo.org/html
Redirects
none
Status / content outcome
HTTP 200; all content checks met. Nonempty checked text.
Latency basis
0.721 s navigation; 2.730 s through DOM capture; 3.331 s total
Sampled process-tree PSS
529.898 MiB sampled peak; 28 samples
Capture
3,738 bytes; Complete serialized UTF-8 DOM
Checked text
3,594 characters; minimum 300
Required word groups
herman melville: matched herman melville
moby-dick: matched moby-dick
Listing patterns
No additional pattern
Soft-block / gate phrases
No checked soft-block phrase / No checked gate phrase
Private capture inspection
Complete saved DOM met all unchanged required word groups, listing patterns and minimum text; not verified field extraction.
Errors
No navigation, capture or process error
Screenshot
Private viewport PNG SHA-256: 2a907e0e1b3bad7b46943f7415b64006303584b1a2d37bb7a6097d3f0d8b60f3
Capture SHA-256
132cc77c9ba04c295faf21d5b13ed90b5d85c9630b194c06ba4d96fbc2421556
Exact settings and attempt metadata

Camoufox

UTC start / finish
2026-09-29T19:58:06.359653+00:00 / 2026-09-29T19:58:11.981221+00:00
Original / final URL
https://httpbingo.org/html
https://httpbingo.org/html
Redirects
none
Status / content outcome
HTTP 200; all content checks met. Nonempty checked text.
Latency basis
0.508 s navigation; 2.516 s through DOM capture; 5.621 s total
Sampled process-tree PSS
869.052 MiB sampled peak; 53 samples
Capture
3,738 bytes; Complete serialized UTF-8 DOM
Checked text
3,594 characters; minimum 300
Required word groups
herman melville: matched herman melville
moby-dick: matched moby-dick
Listing patterns
No additional pattern
Soft-block / gate phrases
No checked soft-block phrase / No checked gate phrase
Private capture inspection
Private DOM inspected: the target-specific required groups and patterns are present with no checked soft block.
Errors
No navigation, capture or process error
Screenshot
Private viewport PNG SHA-256: fb611fc7dd1fa6fbef539586a97d157c1f516a2cdd5c29e4a187ef80b9ae486e
Capture SHA-256
132cc77c9ba04c295faf21d5b13ed90b5d85c9630b194c06ba4d96fbc2421556
Exact settings and attempt metadata

Crawlee

UTC start / finish
2026-09-29T22:45:32.398Z / 2026-09-29T22:45:33.044Z
Original / final URL
https://httpbingo.org/html
https://httpbingo.org/html
Redirects
none
Status / content outcome
HTTP 200; all content checks met. Nonempty checked text.
Latency basis
0.557 s HTTP navigation, transfer and Cheerio parsing (or error completion)
Sampled process-tree PSS
94.198 MiB sampled peak; 19 samples
Capture
3,742 bytes; Complete client-decompressed HTTP body before Cheerio conversion
Checked text
3,594 characters; minimum 300
Required word groups
herman melville: matched herman melville
moby-dick: matched moby-dick
Listing patterns
No additional pattern
Soft-block / gate phrases
No checked soft-block phrase / No checked gate phrase
Private capture inspection
Complete HTTP source body met frozen checks; no rendered visibility, browser interaction or complete field extraction verified.
Errors
No navigation, capture or process error
Screenshot
HTTP mode; no browser or screenshot
Capture SHA-256
e250a7975d53801ed8c35271780a15a1da36a8a5383327cb706dea252b340d48
Exact settings and attempt metadata

curl_cffi

UTC start / finish
2026-09-29T21:54:07.311951+00:00 / 2026-09-29T21:54:07.844128+00:00
Original / final URL
https://httpbingo.org/html
https://httpbingo.org/html
Redirects
none
Status / content outcome
HTTP 200; all content checks met. Nonempty checked text.
Latency basis
0.531 s session.get body transfer; 0.532 s attempt
Sampled process-tree PSS
22.293 MiB sampled peak; 7 samples
Capture
3,742 bytes; Complete client-decompressed HTTP body
Checked text
3,594 characters; minimum 300
Required word groups
herman melville: matched herman melville
moby-dick: matched moby-dick
Listing patterns
No additional pattern
Soft-block / gate phrases
No checked soft-block phrase / No checked gate phrase
Private capture inspection
Complete client-decompressed HTTP body met all unchanged word groups, listing patterns and minimum text. No JavaScript, rendered visibility or complete field extraction was verified.
Errors
No navigation, capture or process error
Screenshot
HTTP mode; no screenshot
Capture SHA-256
e250a7975d53801ed8c35271780a15a1da36a8a5383327cb706dea252b340d48
Exact settings and attempt metadata

Lightpanda

UTC start / finish
2026-09-29T19:27:32.878622+00:00 / 2026-09-29T19:27:35.536220+00:00
Original / final URL
https://httpbingo.org/html
https://httpbingo.org/html
Redirects
none
Status / content outcome
HTTP 200; all content checks met. Nonempty checked text.
Latency basis
0.233 s navigation; 2.238 s through DOM capture; 2.657 s total
Sampled process-tree PSS
169.480 MiB sampled peak; 27 samples
Capture
3,738 bytes; Complete serialized UTF-8 DOM
Checked text
3,594 characters; minimum 300
Required word groups
herman melville: matched herman melville
moby-dick: matched moby-dick
Listing patterns
No additional pattern
Soft-block / gate phrases
No checked soft-block phrase / No checked gate phrase
Private capture inspection
Moby-Dick text meets the control checks.
Errors
No navigation, capture or process error
Screenshot
No saved screenshot
Capture SHA-256
132cc77c9ba04c295faf21d5b13ed90b5d85c9630b194c06ba4d96fbc2421556
Exact settings and attempt metadata

Patchright

UTC start / finish
2026-09-29T19:41:45.014973+00:00 / 2026-09-29T19:41:48.297374+00:00
Original / final URL
https://httpbingo.org/html
https://httpbingo.org/html
Redirects
none
Status / content outcome
HTTP 200; all content checks met. Nonempty checked text.
Latency basis
0.501 s navigation; 2.510 s through DOM capture; 3.282 s total
Sampled process-tree PSS
537.282 MiB sampled peak; 27 samples
Capture
3,738 bytes; Complete serialized UTF-8 DOM
Checked text
3,594 characters; minimum 300
Required word groups
herman melville: matched herman melville
moby-dick: matched moby-dick
Listing patterns
No additional pattern
Soft-block / gate phrases
No checked soft-block phrase / No checked gate phrase
Private capture inspection
Moby-Dick text meets the control checks.
Errors
No navigation, capture or process error
Screenshot
Private viewport PNG SHA-256: 458ad51f3d636ff30c365b35a43227cc4292e9b01ae433cba3764e0decc810ef
Capture SHA-256
132cc77c9ba04c295faf21d5b13ed90b5d85c9630b194c06ba4d96fbc2421556
Exact settings and attempt metadata

Playwright

UTC start / finish
2026-09-29T22:27:39.289546+00:00 / 2026-09-29T22:27:42.376026+00:00
Original / final URL
https://httpbingo.org/html
https://httpbingo.org/html
Redirects
none
Status / content outcome
HTTP 200; all content checks met. Nonempty checked text.
Latency basis
0.295 s navigation; 2.301 s through DOM capture; 3.086 s total
Sampled process-tree PSS
523.977 MiB sampled peak; 26 samples
Capture
3,738 bytes; Complete serialized UTF-8 DOM
Checked text
3,594 characters; minimum 300
Required word groups
herman melville: matched herman melville
moby-dick: matched moby-dick
Listing patterns
No additional pattern
Soft-block / gate phrases
No checked soft-block phrase / No checked gate phrase
Private capture inspection
Complete saved DOM met all unchanged word groups, listing patterns and minimum text. No complete field extraction was verified.
Errors
No navigation, capture or process error
Screenshot
Private viewport PNG SHA-256: 458ad51f3d636ff30c365b35a43227cc4292e9b01ae433cba3764e0decc810ef
Capture SHA-256
132cc77c9ba04c295faf21d5b13ed90b5d85c9630b194c06ba4d96fbc2421556
Exact settings and attempt metadata

Scrapling

UTC start / finish
2026-09-29T20:07:59.847921+00:00 / 2026-09-29T20:08:00.139778+00:00
Original / final URL
https://httpbingo.org/html
https://httpbingo.org/html
Redirects
none
Status / content outcome
HTTP 200; all content checks met. Nonempty checked text.
Latency basis
0.291 s body transfer and selector construction
Sampled process-tree PSS
36.926 MiB sampled peak; 6 samples
Capture
3,742 bytes; Complete client-decompressed HTTP body
Checked text
3,594 characters; minimum 300
Required word groups
herman melville: matched herman melville
moby-dick: matched moby-dick
Listing patterns
No additional pattern
Soft-block / gate phrases
No checked soft-block phrase / No checked gate phrase
Private capture inspection
Private source body inspected: target-specific groups and listing patterns are present, with no checked soft block. Source-text checks do not establish full extraction or interaction.
Errors
No navigation, capture or process error
Screenshot
HTTP mode; no screenshot
Capture SHA-256
e250a7975d53801ed8c35271780a15a1da36a8a5383327cb706dea252b340d48
Exact settings and attempt metadata

Scrapy

UTC start / finish
2026-09-29T22:09:26.627317+00:00 / 2026-09-29T22:09:27.616259+00:00
Original / final URL
https://httpbingo.org/html
https://httpbingo.org/html
Redirects
none
Status / content outcome
HTTP 200; all content checks met. Nonempty checked text.
Latency basis
0.299 s initial request scheduling through response/errback; 0.989 s worker attempt
Sampled process-tree PSS
62.198 MiB sampled peak; 14 samples
Capture
3,742 bytes; Complete client-decompressed Spider response
Checked text
3,594 characters; minimum 300
Required word groups
herman melville: matched herman melville
moby-dick: matched moby-dick
Listing patterns
No additional pattern
Soft-block / gate phrases
No checked soft-block phrase / No checked gate phrase
Private capture inspection
Complete client-decompressed Spider response met every unchanged word group, listing pattern and minimum text. No rendered visibility or complete field extraction was verified.
Errors
No navigation, capture or process error
Screenshot
HTTP mode; no screenshot
Capture SHA-256
e250a7975d53801ed8c35271780a15a1da36a8a5383327cb706dea252b340d48
Exact settings and attempt metadata

SeleniumBase

UTC start / finish
2026-09-29T21:30:02.719986+00:00 / 2026-09-29T21:30:06.046835+00:00
Original / final URL
https://httpbingo.org/html
https://httpbingo.org/html
Redirects
none
Status / content outcome
HTTP 200; all content checks met. Nonempty checked text.
Latency basis
0.306 s navigation; 2.313 s through DOM capture; 3.327 s total
Sampled process-tree PSS
558.427 MiB sampled peak; 31 samples
Capture
3,723 bytes; Complete serialized UTF-8 DOM
Checked text
3,594 characters; minimum 300
Required word groups
herman melville: matched herman melville
moby-dick: matched moby-dick
Listing patterns
No additional pattern
Soft-block / gate phrases
No checked soft-block phrase / No checked gate phrase
Private capture inspection
Complete saved DOM met all unchanged required word groups, listing patterns and minimum text; not verified field extraction.
Errors
No navigation, capture or process error
Screenshot
Private viewport PNG SHA-256: 583b90fd2add64a17b25d1d5909d6e82db75c960decf8e71b75f604054947653
Capture SHA-256
4a5fef58085c55c3627444933584c4fe471c274abce81a8410574d03dd621c7d
Exact settings and attempt metadata

wreq Python

UTC start / finish
2026-09-29T19:16:39.432392+00:00 / 2026-09-29T19:16:39.695831+00:00
Original / final URL
https://httpbingo.org/html
https://httpbingo.org/html
Redirects
none
Status / content outcome
HTTP 200; all content checks met. Nonempty checked text.
Latency basis
0.263 s HTTP body transfer
Sampled process-tree PSS
Not measured
Capture
3,742 bytes; Original client-decompressed HTTP body
Checked text
3,594 characters; minimum 300
Required word groups
herman melville: matched herman melville
moby-dick: matched moby-dick
Listing patterns
No additional pattern
Soft-block / gate phrases
No checked soft-block phrase / No checked gate phrase
Private capture inspection
Saved HTML inspection confirmed required content and matching checks.
Errors
No navigation, capture or process error
Screenshot
HTTP mode; no screenshot
Capture SHA-256
e250a7975d53801ed8c35271780a15a1da36a8a5383327cb706dea252b340d48
Exact settings and attempt metadata
Link to this twelve-tool target record
29. Scrape This SitecontrolBotasaurus · HTTP 200usableCamoufox · HTTP 200usableCrawlee · HTTP 200usablecurl_cffi · HTTP 200usableLightpanda · HTTP 200usablePatchright · HTTP 200usablePlaywright · HTTP 200usablePuppeteer · HTTP 200usableScrapling · HTTP 200usableScrapy · HTTP 200usableSeleniumBase · HTTP 200usablewreq Python · HTTP 200usable

Required: Country records including Andorra and population. https://www.scrapethissite.com/pages/simple/

Puppeteer

UTC start / finish
2026-09-29T23:08:03.709Z / 2026-09-29T23:08:07.573Z
Original / final URL
https://www.scrapethissite.com/pages/simple/
https://www.scrapethissite.com/pages/simple/
Redirects
no http redirect observed
Status / content outcome
HTTP 200; all content checks met. Nonempty checked text.
Latency basis
1.302855372 s navigation; 3.319 s through DOM capture; 3.8639268689999997 s total
Sampled process-tree PSS
478.851 MiB sampled peak; 31 samples
Capture
205,599 bytes; Complete serialized UTF-8 DOM
Checked text
18,132 characters; minimum 1000
Required word groups
countries of the world: matched countries of the world
andorra: matched andorra
population: matched population
Listing patterns
No additional pattern
Soft-block / gate phrases
No checked soft-block phrase / No checked gate phrase
Private capture inspection
Saved serialized DOM rechecked offline with unchanged rules: usable. This does not prove rendered visibility, complete field extraction or interaction.
Errors
No navigation, capture or process error
Screenshot
Private viewport PNG SHA-256: 274f484841fe4ec4e9fa1a50a7a4754e737eec859a409964dd1a85008dae783f
Capture SHA-256
48484623716c3793b012d747e15373611639bee14f838951df28bb2cd6ac9cb6
Exact settings and attempt metadata

Botasaurus

UTC start / finish
2026-09-29T21:08:18.220052+00:00 / 2026-09-29T21:08:22.498028+00:00
Original / final URL
https://www.scrapethissite.com/pages/simple/
https://www.scrapethissite.com/pages/simple/
Redirects
none
Status / content outcome
HTTP 200; all content checks met. Nonempty checked text.
Latency basis
1.275 s navigation; 3.637 s through DOM capture; 4.278 s total
Sampled process-tree PSS
603.280 MiB sampled peak; 34 samples
Capture
205,599 bytes; Complete serialized UTF-8 DOM
Checked text
18,132 characters; minimum 1000
Required word groups
countries of the world: matched countries of the world
andorra: matched andorra
population: matched population
Listing patterns
No additional pattern
Soft-block / gate phrases
No checked soft-block phrase / No checked gate phrase
Private capture inspection
Complete saved DOM met all unchanged required word groups, listing patterns and minimum text; not verified field extraction.
Errors
No navigation, capture or process error
Screenshot
Private viewport PNG SHA-256: 8ec84037eb2340814948ea71eefaa717bab0ccf6a45246bb4c87f14eccb25996
Capture SHA-256
ebd75f837bc391d92ecfdf3413453ed8e6586467eb5adc11e56443d455056ae5
Exact settings and attempt metadata

Camoufox

UTC start / finish
2026-09-29T19:58:14.784472+00:00 / 2026-09-29T19:58:27.117045+00:00
Original / final URL
https://www.scrapethissite.com/pages/simple/
https://www.scrapethissite.com/pages/simple/
Redirects
none
Status / content outcome
HTTP 200; all content checks met. Nonempty checked text.
Latency basis
7.231 s navigation; 9.246 s through DOM capture; 12.332 s total
Sampled process-tree PSS
933.860 MiB sampled peak; 100 samples
Capture
203,498 bytes; Complete serialized UTF-8 DOM
Checked text
18,132 characters; minimum 1000
Required word groups
countries of the world: matched countries of the world
andorra: matched andorra
population: matched population
Listing patterns
No additional pattern
Soft-block / gate phrases
No checked soft-block phrase / No checked gate phrase
Private capture inspection
Private DOM inspected: the target-specific required groups and patterns are present with no checked soft block.
Errors
No navigation, capture or process error
Screenshot
Private viewport PNG SHA-256: b7caa7d541763e9b1c0385ff133e15bfcb6a95920aa636ddd95633547de8c505
Capture SHA-256
e77419f3606ff5e9397d4de3b1722b33903ebb9e28e1eca6b981e160c34a0991
Exact settings and attempt metadata

Crawlee

UTC start / finish
2026-09-29T22:45:36.369Z / 2026-09-29T22:45:37.648Z
Original / final URL
https://www.scrapethissite.com/pages/simple/
https://www.scrapethissite.com/pages/simple/
Redirects
none
Status / content outcome
HTTP 200; all content checks met. Nonempty checked text.
Latency basis
1.175 s HTTP navigation, transfer and Cheerio parsing (or error completion)
Sampled process-tree PSS
100.823 MiB sampled peak; 25 samples
Capture
203,361 bytes; Complete client-decompressed HTTP body before Cheerio conversion
Checked text
18,132 characters; minimum 1000
Required word groups
countries of the world: matched countries of the world
andorra: matched andorra
population: matched population
Listing patterns
No additional pattern
Soft-block / gate phrases
No checked soft-block phrase / No checked gate phrase
Private capture inspection
Complete HTTP source body met frozen checks; no rendered visibility, browser interaction or complete field extraction verified.
Errors
No navigation, capture or process error
Screenshot
HTTP mode; no browser or screenshot
Capture SHA-256
4c68c2a54000607a0fa51ea5a57a20bbe4324dee74c442559185a1da364bd87b
Exact settings and attempt metadata

curl_cffi

UTC start / finish
2026-09-29T21:54:10.025186+00:00 / 2026-09-29T21:54:11.099622+00:00
Original / final URL
https://www.scrapethissite.com/pages/simple/
https://www.scrapethissite.com/pages/simple/
Redirects
none
Status / content outcome
HTTP 200; all content checks met. Nonempty checked text.
Latency basis
1.073 s session.get body transfer; 1.074 s attempt
Sampled process-tree PSS
24.020 MiB sampled peak; 13 samples
Capture
203,361 bytes; Complete client-decompressed HTTP body
Checked text
18,132 characters; minimum 1000
Required word groups
countries of the world: matched countries of the world
andorra: matched andorra
population: matched population
Listing patterns
No additional pattern
Soft-block / gate phrases
No checked soft-block phrase / No checked gate phrase
Private capture inspection
Complete client-decompressed HTTP body met all unchanged word groups, listing patterns and minimum text. No JavaScript, rendered visibility or complete field extraction was verified.
Errors
No navigation, capture or process error
Screenshot
HTTP mode; no screenshot
Capture SHA-256
4c68c2a54000607a0fa51ea5a57a20bbe4324dee74c442559185a1da364bd87b
Exact settings and attempt metadata

Lightpanda

UTC start / finish
2026-09-29T19:27:37.698568+00:00 / 2026-09-29T19:27:41.580466+00:00
Original / final URL
https://www.scrapethissite.com/pages/simple/
https://www.scrapethissite.com/pages/simple/
Redirects
none
Status / content outcome
HTTP 200; all content checks met. Nonempty checked text.
Latency basis
1.451 s navigation; 3.467 s through DOM capture; 3.882 s total
Sampled process-tree PSS
210.880 MiB sampled peak; 39 samples
Capture
205,582 bytes; Complete serialized UTF-8 DOM
Checked text
18,132 characters; minimum 1000
Required word groups
countries of the world: matched countries of the world
andorra: matched andorra
population: matched population
Listing patterns
No additional pattern
Soft-block / gate phrases
No checked soft-block phrase / No checked gate phrase
Private capture inspection
Country names and listing content meet the control checks.
Errors
No navigation, capture or process error
Screenshot
No saved screenshot
Capture SHA-256
ee2362de6f22670bc87149848f5be558b9de84a523a7ead9588ddd92cfc363e2
Exact settings and attempt metadata

Patchright

UTC start / finish
2026-09-29T19:41:50.484644+00:00 / 2026-09-29T19:41:54.629357+00:00
Original / final URL
https://www.scrapethissite.com/pages/simple/
https://www.scrapethissite.com/pages/simple/
Redirects
none
Status / content outcome
HTTP 200; all content checks met. Nonempty checked text.
Latency basis
1.279 s navigation; 3.304 s through DOM capture; 4.145 s total
Sampled process-tree PSS
608.852 MiB sampled peak; 34 samples
Capture
205,600 bytes; Complete serialized UTF-8 DOM
Checked text
18,132 characters; minimum 1000
Required word groups
countries of the world: matched countries of the world
andorra: matched andorra
population: matched population
Listing patterns
No additional pattern
Soft-block / gate phrases
No checked soft-block phrase / No checked gate phrase
Private capture inspection
Country names and country-listing content meet the control checks.
Errors
No navigation, capture or process error
Screenshot
Private viewport PNG SHA-256: 274f484841fe4ec4e9fa1a50a7a4754e737eec859a409964dd1a85008dae783f
Capture SHA-256
d286526fe3382982ad2c3a39cbade8a939eb0bda5923ba21c1d4e225f0840255
Exact settings and attempt metadata

Playwright

UTC start / finish
2026-09-29T22:27:44.542402+00:00 / 2026-09-29T22:27:48.602155+00:00
Original / final URL
https://www.scrapethissite.com/pages/simple/
https://www.scrapethissite.com/pages/simple/
Redirects
none
Status / content outcome
HTTP 200; all content checks met. Nonempty checked text.
Latency basis
1.174 s navigation; 3.193 s through DOM capture; 4.06 s total
Sampled process-tree PSS
595.461 MiB sampled peak; 33 samples
Capture
205,600 bytes; Complete serialized UTF-8 DOM
Checked text
18,132 characters; minimum 1000
Required word groups
countries of the world: matched countries of the world
andorra: matched andorra
population: matched population
Listing patterns
No additional pattern
Soft-block / gate phrases
No checked soft-block phrase / No checked gate phrase
Private capture inspection
Complete saved DOM met all unchanged word groups, listing patterns and minimum text. No complete field extraction was verified.
Errors
No navigation, capture or process error
Screenshot
Private viewport PNG SHA-256: 274f484841fe4ec4e9fa1a50a7a4754e737eec859a409964dd1a85008dae783f
Capture SHA-256
271450c69da14fda760ae3113e7b15f65db38fe978a5a1e7bbe01226ab8e6b61
Exact settings and attempt metadata

Scrapling

UTC start / finish
2026-09-29T20:08:02.458672+00:00 / 2026-09-29T20:08:03.418040+00:00
Original / final URL
https://www.scrapethissite.com/pages/simple/
https://www.scrapethissite.com/pages/simple/
Redirects
none
Status / content outcome
HTTP 200; all content checks met. Nonempty checked text.
Latency basis
0.959 s body transfer and selector construction
Sampled process-tree PSS
39.240 MiB sampled peak; 13 samples
Capture
203,361 bytes; Complete client-decompressed HTTP body
Checked text
18,132 characters; minimum 1000
Required word groups
countries of the world: matched countries of the world
andorra: matched andorra
population: matched population
Listing patterns
No additional pattern
Soft-block / gate phrases
No checked soft-block phrase / No checked gate phrase
Private capture inspection
Private source body inspected: target-specific groups and listing patterns are present, with no checked soft block. Source-text checks do not establish full extraction or interaction.
Errors
No navigation, capture or process error
Screenshot
HTTP mode; no screenshot
Capture SHA-256
4c68c2a54000607a0fa51ea5a57a20bbe4324dee74c442559185a1da364bd87b
Exact settings and attempt metadata

Scrapy

UTC start / finish
2026-09-29T22:09:30.061579+00:00 / 2026-09-29T22:09:31.585082+00:00
Original / final URL
https://www.scrapethissite.com/pages/simple/
https://www.scrapethissite.com/pages/simple/
Redirects
none
Status / content outcome
HTTP 200; all content checks met. Nonempty checked text.
Latency basis
0.924 s initial request scheduling through response/errback; 1.523 s worker attempt
Sampled process-tree PSS
62.177 MiB sampled peak; 19 samples
Capture
203,361 bytes; Complete client-decompressed Spider response
Checked text
18,132 characters; minimum 1000
Required word groups
countries of the world: matched countries of the world
andorra: matched andorra
population: matched population
Listing patterns
No additional pattern
Soft-block / gate phrases
No checked soft-block phrase / No checked gate phrase
Private capture inspection
Complete client-decompressed Spider response met every unchanged word group, listing pattern and minimum text. No rendered visibility or complete field extraction was verified.
Errors
No navigation, capture or process error
Screenshot
HTTP mode; no screenshot
Capture SHA-256
4c68c2a54000607a0fa51ea5a57a20bbe4324dee74c442559185a1da364bd87b
Exact settings and attempt metadata

SeleniumBase

UTC start / finish
2026-09-29T21:30:08.812340+00:00 / 2026-09-29T21:30:13.207993+00:00
Original / final URL
https://www.scrapethissite.com/pages/simple/
https://www.scrapethissite.com/pages/simple/
Redirects
none
Status / content outcome
HTTP 200; all content checks met. Nonempty checked text.
Latency basis
1.419 s navigation; 3.450 s through DOM capture; 4.396 s total
Sampled process-tree PSS
647.717 MiB sampled peak; 38 samples
Capture
205,584 bytes; Complete serialized UTF-8 DOM
Checked text
18,132 characters; minimum 1000
Required word groups
countries of the world: matched countries of the world
andorra: matched andorra
population: matched population
Listing patterns
No additional pattern
Soft-block / gate phrases
No checked soft-block phrase / No checked gate phrase
Private capture inspection
Complete saved DOM met all unchanged required word groups, listing patterns and minimum text; not verified field extraction.
Errors
No navigation, capture or process error
Screenshot
Private viewport PNG SHA-256: f77e0902856ec05eb55d8fdf51e89b122331a4a416d3d9692e59a9df730c2507
Capture SHA-256
2f764908bf3a16cc1241e2672ef56e62be4a3851abf9c984ed531982fc1cee07
Exact settings and attempt metadata

wreq Python

UTC start / finish
2026-09-29T19:16:41.698773+00:00 / 2026-09-29T19:16:42.918809+00:00
Original / final URL
https://www.scrapethissite.com/pages/simple/
https://www.scrapethissite.com/pages/simple/
Redirects
none
Status / content outcome
HTTP 200; all content checks met. Nonempty checked text.
Latency basis
1.220 s HTTP body transfer
Sampled process-tree PSS
Not measured
Capture
203,361 bytes; Original client-decompressed HTTP body
Checked text
18,132 characters; minimum 1000
Required word groups
countries of the world: matched countries of the world
andorra: matched andorra
population: matched population
Listing patterns
No additional pattern
Soft-block / gate phrases
No checked soft-block phrase / No checked gate phrase
Private capture inspection
Saved HTML inspection confirmed required content and matching checks.
Errors
No navigation, capture or process error
Screenshot
HTTP mode; no screenshot
Capture SHA-256
4c68c2a54000607a0fa51ea5a57a20bbe4324dee74c442559185a1da364bd87b
Exact settings and attempt metadata
Link to this twelve-tool target record
30. IANAcontrolBotasaurus · HTTP 200usableCamoufox · HTTP 200usableCrawlee · HTTP 200usablecurl_cffi · HTTP 200usableLightpanda · HTTP 200usablePatchright · HTTP 200usablePlaywright · HTTP 200usablePuppeteer · HTTP 200usableScrapling · HTTP 200usableScrapy · HTTP 200usableSeleniumBase · HTTP 200usablewreq Python · HTTP 200usable

Required: Reserved-domain reference and example domains. https://www.iana.org/domains/reserved

Puppeteer

UTC start / finish
2026-09-29T23:08:09.790Z / 2026-09-29T23:08:12.569Z
Original / final URL
https://www.iana.org/domains/reserved
https://www.iana.org/domains/reserved
Redirects
no http redirect observed
Status / content outcome
HTTP 200; all content checks met. Nonempty checked text.
Latency basis
0.24463601099999993 s navigation; 2.247 s through DOM capture; 2.778913028 s total
Sampled process-tree PSS
460.672 MiB sampled peak; 23 samples
Capture
10,344 bytes; Complete serialized UTF-8 DOM
Checked text
2,727 characters; minimum 500
Required word groups
iana-managed reserved domains: matched iana-managed reserved domains
example.com: matched example.com
Listing patterns
No additional pattern
Soft-block / gate phrases
No checked soft-block phrase / No checked gate phrase
Private capture inspection
Saved serialized DOM rechecked offline with unchanged rules: usable. This does not prove rendered visibility, complete field extraction or interaction.
Errors
No navigation, capture or process error
Screenshot
Private viewport PNG SHA-256: 84a52b6c5357f772041279e6d66f7eb130ff07f449d1d2e2c1b24d04a9d0cb15
Capture SHA-256
ebc9ecd0aeaa06137ccf61984a0eba4f14d354513efa3bd289ae83bfa1674585
Exact settings and attempt metadata

Botasaurus

UTC start / finish
2026-09-29T21:08:25.098545+00:00 / 2026-09-29T21:08:28.100735+00:00
Original / final URL
https://www.iana.org/domains/reserved
https://www.iana.org/domains/reserved
Redirects
none
Status / content outcome
HTTP 200; all content checks met. Nonempty checked text.
Latency basis
0.431 s navigation; 2.453 s through DOM capture; 3.002 s total
Sampled process-tree PSS
547.816 MiB sampled peak; 26 samples
Capture
10,344 bytes; Complete serialized UTF-8 DOM
Checked text
2,727 characters; minimum 500
Required word groups
iana-managed reserved domains: matched iana-managed reserved domains
example.com: matched example.com
Listing patterns
No additional pattern
Soft-block / gate phrases
No checked soft-block phrase / No checked gate phrase
Private capture inspection
Complete saved DOM met all unchanged required word groups, listing patterns and minimum text; not verified field extraction.
Errors
No navigation, capture or process error
Screenshot
Private viewport PNG SHA-256: 53943a48cb93799c6523f396b58c0dfdd9eee783648c5c6fa5cb50dd779af479
Capture SHA-256
ebc9ecd0aeaa06137ccf61984a0eba4f14d354513efa3bd289ae83bfa1674585
Exact settings and attempt metadata

Camoufox

UTC start / finish
2026-09-29T19:58:29.926619+00:00 / 2026-09-29T19:58:37.046282+00:00
Original / final URL
https://www.iana.org/domains/reserved
https://www.iana.org/domains/reserved
Redirects
none
Status / content outcome
HTTP 200; all content checks met. Nonempty checked text.
Latency basis
0.567 s navigation; 2.575 s through DOM capture; 7.119 s total
Sampled process-tree PSS
898.759 MiB sampled peak; 64 samples
Capture
10,344 bytes; Complete serialized UTF-8 DOM
Checked text
2,727 characters; minimum 500
Required word groups
iana-managed reserved domains: matched iana-managed reserved domains
example.com: matched example.com
Listing patterns
No additional pattern
Soft-block / gate phrases
No checked soft-block phrase / No checked gate phrase
Private capture inspection
Private DOM inspected: the target-specific required groups and patterns are present with no checked soft block.
Errors
No navigation, capture or process error
Screenshot
Private viewport PNG SHA-256: acc8e1a810a76eb5aef591999e7831e7ada03c14184726b4cf111428582b770e
Capture SHA-256
ebc9ecd0aeaa06137ccf61984a0eba4f14d354513efa3bd289ae83bfa1674585
Exact settings and attempt metadata

Crawlee

UTC start / finish
2026-09-29T22:45:40.984Z / 2026-09-29T22:45:41.380Z
Original / final URL
https://www.iana.org/domains/reserved
https://www.iana.org/domains/reserved
Redirects
none
Status / content outcome
HTTP 200; all content checks met. Nonempty checked text.
Latency basis
0.298 s HTTP navigation, transfer and Cheerio parsing (or error completion)
Sampled process-tree PSS
98.191 MiB sampled peak; 16 samples
Capture
10,499 bytes; Complete client-decompressed HTTP body before Cheerio conversion
Checked text
2,727 characters; minimum 500
Required word groups
iana-managed reserved domains: matched iana-managed reserved domains
example.com: matched example.com
Listing patterns
No additional pattern
Soft-block / gate phrases
No checked soft-block phrase / No checked gate phrase
Private capture inspection
Complete HTTP source body met frozen checks; no rendered visibility, browser interaction or complete field extraction verified.
Errors
No navigation, capture or process error
Screenshot
HTTP mode; no browser or screenshot
Capture SHA-256
720e5cce9016212d2d28777356d2844fb0ca9e19a32636eb232f8653360dc450
Exact settings and attempt metadata

curl_cffi

UTC start / finish
2026-09-29T21:54:13.394295+00:00 / 2026-09-29T21:54:13.577848+00:00
Original / final URL
https://www.iana.org/domains/reserved
https://www.iana.org/domains/reserved
Redirects
none
Status / content outcome
HTTP 200; all content checks met. Nonempty checked text.
Latency basis
0.182 s session.get body transfer; 0.184 s attempt
Sampled process-tree PSS
22.394 MiB sampled peak; 4 samples
Capture
10,499 bytes; Complete client-decompressed HTTP body
Checked text
2,727 characters; minimum 500
Required word groups
iana-managed reserved domains: matched iana-managed reserved domains
example.com: matched example.com
Listing patterns
No additional pattern
Soft-block / gate phrases
No checked soft-block phrase / No checked gate phrase
Private capture inspection
Complete client-decompressed HTTP body met all unchanged word groups, listing patterns and minimum text. No JavaScript, rendered visibility or complete field extraction was verified.
Errors
No navigation, capture or process error
Screenshot
HTTP mode; no screenshot
Capture SHA-256
720e5cce9016212d2d28777356d2844fb0ca9e19a32636eb232f8653360dc450
Exact settings and attempt metadata

Lightpanda

UTC start / finish
2026-09-29T19:27:43.814450+00:00 / 2026-09-29T19:27:46.334387+00:00
Original / final URL
https://www.iana.org/domains/reserved
https://www.iana.org/domains/reserved
Redirects
none
Status / content outcome
HTTP 200; all content checks met. Nonempty checked text.
Latency basis
0.092 s navigation; 2.100 s through DOM capture; 2.52 s total
Sampled process-tree PSS
181.190 MiB sampled peak; 26 samples
Capture
10,338 bytes; Complete serialized UTF-8 DOM
Checked text
2,727 characters; minimum 500
Required word groups
iana-managed reserved domains: matched iana-managed reserved domains
example.com: matched example.com
Listing patterns
No additional pattern
Soft-block / gate phrases
No checked soft-block phrase / No checked gate phrase
Private capture inspection
Reserved/example domain guidance meets the required checks.
Errors
No navigation, capture or process error
Screenshot
No saved screenshot
Capture SHA-256
6173175ebc1ca1c89191d3b64cbbe49b7b956af70afa81ab88fb0dea35d8e31c
Exact settings and attempt metadata

Patchright

UTC start / finish
2026-09-29T19:41:56.910206+00:00 / 2026-09-29T19:42:00.053563+00:00
Original / final URL
https://www.iana.org/domains/reserved
https://www.iana.org/domains/reserved
Redirects
none
Status / content outcome
HTTP 200; all content checks met. Nonempty checked text.
Latency basis
0.248 s navigation; 2.257 s through DOM capture; 3.143 s total
Sampled process-tree PSS
569.603 MiB sampled peak; 26 samples
Capture
10,344 bytes; Complete serialized UTF-8 DOM
Checked text
2,727 characters; minimum 500
Required word groups
iana-managed reserved domains: matched iana-managed reserved domains
example.com: matched example.com
Listing patterns
No additional pattern
Soft-block / gate phrases
No checked soft-block phrase / No checked gate phrase
Private capture inspection
Reserved/example-domain guidance meets the required checks.
Errors
No navigation, capture or process error
Screenshot
Private viewport PNG SHA-256: 84a52b6c5357f772041279e6d66f7eb130ff07f449d1d2e2c1b24d04a9d0cb15
Capture SHA-256
ebc9ecd0aeaa06137ccf61984a0eba4f14d354513efa3bd289ae83bfa1674585
Exact settings and attempt metadata

Playwright

UTC start / finish
2026-09-29T22:27:50.860962+00:00 / 2026-09-29T22:27:53.911962+00:00
Original / final URL
https://www.iana.org/domains/reserved
https://www.iana.org/domains/reserved
Redirects
none
Status / content outcome
HTTP 200; all content checks met. Nonempty checked text.
Latency basis
0.235 s navigation; 2.242 s through DOM capture; 3.051 s total
Sampled process-tree PSS
556.819 MiB sampled peak; 25 samples
Capture
10,344 bytes; Complete serialized UTF-8 DOM
Checked text
2,727 characters; minimum 500
Required word groups
iana-managed reserved domains: matched iana-managed reserved domains
example.com: matched example.com
Listing patterns
No additional pattern
Soft-block / gate phrases
No checked soft-block phrase / No checked gate phrase
Private capture inspection
Complete saved DOM met all unchanged word groups, listing patterns and minimum text. No complete field extraction was verified.
Errors
No navigation, capture or process error
Screenshot
Private viewport PNG SHA-256: 84a52b6c5357f772041279e6d66f7eb130ff07f449d1d2e2c1b24d04a9d0cb15
Capture SHA-256
ebc9ecd0aeaa06137ccf61984a0eba4f14d354513efa3bd289ae83bfa1674585
Exact settings and attempt metadata

Scrapling

UTC start / finish
2026-09-29T20:08:05.825455+00:00 / 2026-09-29T20:08:05.906170+00:00
Original / final URL
https://www.iana.org/domains/reserved
https://www.iana.org/domains/reserved
Redirects
none
Status / content outcome
HTTP 200; all content checks met. Nonempty checked text.
Latency basis
0.080 s body transfer and selector construction
Sampled process-tree PSS
37.031 MiB sampled peak; 4 samples
Capture
10,499 bytes; Complete client-decompressed HTTP body
Checked text
2,727 characters; minimum 500
Required word groups
iana-managed reserved domains: matched iana-managed reserved domains
example.com: matched example.com
Listing patterns
No additional pattern
Soft-block / gate phrases
No checked soft-block phrase / No checked gate phrase
Private capture inspection
Private source body inspected: target-specific groups and listing patterns are present, with no checked soft block. Source-text checks do not establish full extraction or interaction.
Errors
No navigation, capture or process error
Screenshot
HTTP mode; no screenshot
Capture SHA-256
720e5cce9016212d2d28777356d2844fb0ca9e19a32636eb232f8653360dc450
Exact settings and attempt metadata

Scrapy

UTC start / finish
2026-09-29T22:09:34.039987+00:00 / 2026-09-29T22:09:35.231097+00:00
Original / final URL
https://www.iana.org/domains/reserved
https://www.iana.org/domains/reserved
Redirects
none
Status / content outcome
HTTP 200; all content checks met. Nonempty checked text.
Latency basis
0.568 s initial request scheduling through response/errback; 1.191 s worker attempt
Sampled process-tree PSS
62.182 MiB sampled peak; 16 samples
Capture
10,499 bytes; Complete client-decompressed Spider response
Checked text
2,727 characters; minimum 500
Required word groups
iana-managed reserved domains: matched iana-managed reserved domains
example.com: matched example.com
Listing patterns
No additional pattern
Soft-block / gate phrases
No checked soft-block phrase / No checked gate phrase
Private capture inspection
Complete client-decompressed Spider response met every unchanged word group, listing pattern and minimum text. No rendered visibility or complete field extraction was verified.
Errors
No navigation, capture or process error
Screenshot
HTTP mode; no screenshot
Capture SHA-256
720e5cce9016212d2d28777356d2844fb0ca9e19a32636eb232f8653360dc450
Exact settings and attempt metadata

SeleniumBase

UTC start / finish
2026-09-29T21:30:16.079383+00:00 / 2026-09-29T21:30:19.179827+00:00
Original / final URL
https://www.iana.org/domains/reserved
https://www.iana.org/domains/reserved
Redirects
none
Status / content outcome
HTTP 200; all content checks met. Nonempty checked text.
Latency basis
0.159 s navigation; 2.168 s through DOM capture; 3.1 s total
Sampled process-tree PSS
599.793 MiB sampled peak; 29 samples
Capture
10,329 bytes; Complete serialized UTF-8 DOM
Checked text
2,727 characters; minimum 500
Required word groups
iana-managed reserved domains: matched iana-managed reserved domains
example.com: matched example.com
Listing patterns
No additional pattern
Soft-block / gate phrases
No checked soft-block phrase / No checked gate phrase
Private capture inspection
Complete saved DOM met all unchanged required word groups, listing patterns and minimum text; not verified field extraction.
Errors
No navigation, capture or process error
Screenshot
Private viewport PNG SHA-256: 08f3587c289fa431ca8aba677276279d28dbcfa709db189727710349df0c39d1
Capture SHA-256
f35560efb6a76140a7663d91962dfd7cfdeab9bb6f94ede6fc6182b1f236aefa
Exact settings and attempt metadata

wreq Python

UTC start / finish
2026-09-29T19:16:44.948906+00:00 / 2026-09-29T19:16:44.982758+00:00
Original / final URL
https://www.iana.org/domains/reserved
https://www.iana.org/domains/reserved
Redirects
none
Status / content outcome
HTTP 200; all content checks met. Nonempty checked text.
Latency basis
0.034 s HTTP body transfer
Sampled process-tree PSS
Not measured
Capture
10,499 bytes; Original client-decompressed HTTP body
Checked text
2,727 characters; minimum 500
Required word groups
iana-managed reserved domains: matched iana-managed reserved domains
example.com: matched example.com
Listing patterns
No additional pattern
Soft-block / gate phrases
No checked soft-block phrase / No checked gate phrase
Private capture inspection
Saved HTML inspection confirmed required content and matching checks.
Errors
No navigation, capture or process error
Screenshot
HTTP mode; no screenshot
Capture SHA-256
720e5cce9016212d2d28777356d2844fb0ca9e19a32636eb232f8653360dc450
Exact settings and attempt metadata
Link to this twelve-tool target record

The exact plain-browser method

Puppeteer 25.12.0, Google Chrome for Testing 153.0.8010.12, Node v22.22.2. Each fresh Node process launches a new browser and creates a nondefault isolated context with an empty cookie store. The viewport is explicitly 1280×720. Ordinary page JavaScript, network resources and session cookies remain enabled; all state is discarded after the target.

The binary SHA-256 matches the earlier plain Playwright and Patchright runs. Puppeteer 25.12.0 normally pairs with Chrome 154.0.8037.57. Its documented custom executablePath API launched this Chrome 153 successfully in the canary and batch, but Puppeteer does not guarantee compatibility with other browser versions. This is a specific tested pairing, not a general compatibility claim.

Stock Puppeteer defaults are retained, including --enable-automation, --headless=new and disabled extensions. Explicit --no-proxy-server and --no-sandbox match the prior host policy. TLS certificate errors are not ignored. There is no stealth plugin, user-agent override, fingerprint script, request interception, imported cookie, account, CAPTCHA solver or proxy. Observed HeadlessChrome UA, webdriver=true and actual browser spawn arguments are in every metadata record.

Exactly one page.goto per target uses DOMContentLoaded with a 20-second navigation deadline, followed by a two-second settle. An explicit five-second CDP protocolTimeout also bounds individual commands and can end navigation earlier, as observed on Best Buy. DOM capture is separately bounded at five seconds. This command policy differs from earlier Playwright; timings cannot be attributed to the driver alone. There is no application retry or target-specific mode change. Ordinary browser recovery, subresource requests and page-script navigation remain possible.

Chrome follows ordinary redirects with its native cap of 20; Puppeteer goto exposes no per-navigation hop cap. Main-frame request, response and failure events are saved privately; published headers remove cookie and authorization values. These events are not independent wire capture or a full subresource trace. The final page URL and last observed document status are recorded separately, including failed navigations.

The 40-second worker guard, 3 GiB host available-RAM floor, 4 GiB sampled tree-PSS cap, two-second gaps and 1500-second slice check bound sequential work. The supervisor signals only recorded worker/descendant PID and start-time identities. No guard fired or owned process survived. Browser launch is bounded at ten seconds. The saved serialized DOM cap is 5 MiB after serialization, not a network byte cap.

DOM latency starts immediately before goto and ends after navigation/error, settle and DOM capture/save. It excludes Node imports, launch, the viewport PNG and teardown. Total attempt time includes browser startup and close. PSS is the sum of readable processes in the currently observed Node-worker/browser tree, sampled every 100 ms through imports, launch, navigation, settle, DOM, PNG and exit. It excludes the Python supervisor and frozen checks; short peaks, unreadable processes, exit and reparenting can be missed.

Run UTC: 2026-09-29T23:05:15.244587+00:00 → 2026-09-29T23:08:12.636129+00:00. All 30 private DOM hashes and frozen checks, transport/log hashes and sampled peaks were recomputed offline. Saved PNG hashes were verified when a screenshot succeeded. Raw DOM, screenshots, cookie-bearing transport logs and stderr stay private. All eleven earlier datasets and the resource slice remain byte-identical.

A separate Web Scraping Dev public canary passed the review-content checks with the same exact worker, supervisor and options. It is excluded from the 30-site count. There were 31 explicit goto calls including that canary, with no local smoke or other-tool benchmark. Inspect the canary.

One attempt per URL is a dated observation, not a reliability estimate. Browser defaults, workload, command deadlines and UTC windows differ; no global winner, detection advantage or cause of a block is established.

Exact code and versioned evidence

In a repository checkout, save the evidence files together and install the package with npm ci --ignore-scripts --no-audit --no-fund in a fresh isolated directory containing package.json and package-lock.json. Use Node 22.22.2 and Python 3.12.3 as measured. --package-root points to that installed directory; --output must be a new private directory. --executable points to the recorded Chrome binary; verify its SHA-256. The supervisor sends one goto for each of 30 URLs. --target webscrapingdev runs one separate canary. Browser installation scripts are skipped because this custom binary is supplied.

/home/testycool/.browser-use-env/bin/python3 public/evidence/puppeteer-public-30-20260929/run.py --manifest runner/corpora/public-30-v1.json --output runner/data/puppeteer-public-30-20260930 --package-root /tmp/scrapingevals-puppeteer-20260930 --executable /tmp/scrapingevals-patchright-amazon-20260929/browsers/chromium-1243/chrome-linux64/chrome
Supervisor SHA-256
58b4bdbfeff8b5d710e1c9f2531f55b471e7f36e5a3cff8cdcd9adfab4025573
Worker SHA-256
56283f6a8e0768bd0da5539e124505171f413cfaaf7a284ef31c2df9b61dc1fd
Dependency lock SHA-256
f4e8c179bdcc4fcfba482843ede22c9b2ae34847e9d25c1587f54f33073c664c
Frozen manifest SHA-256
6ce519c4f7df3c32f5dfda379a8d3b280b7723bdeb48ddf64a1ae10ce6a7914c

Official npm metadata resolves puppeteer/puppeteer. A focused DeepWiki question guided the browser lifecycle. Installed launch, revision, navigation, context and screenshot sources matched official 25.12.0 npm tarballs byte for byte with verified integrity. Exact release source takes precedence over current-repository summaries. Inspect source URLs and findings or read the general method.