developer-tools · tested June 2026

Best AI Tools to Scrape Web Pages Into Clean Markdown or Structured Data

We tested four AI web-scraping tools on three live targets—a cluttered recipe blog, a JS-heavy Nike product page, and a protected Glassdoor jobs page—to see which ones return usable Markdown or structured data with zero manual selectors.

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4 tools13 things we checked3 tests149 findings57 screenshots10 min read
Our verdictTested June 2026 · 4/4 tools tested hands-on
#1 pick
SkyvernBest4.8/5 · 10 checks

Highest structural quality across the three live tests, especially on noisy and JS-heavy pages, with slower runs and some recording-sync fragility.

The rest of the field

#2 Firecrawl· #3 Jina AI Reader· #4 Spider

The ranking

How we decided #1. We rank on the 10 checks that decide whether a tool does this job: Input 1: Noise Filtering, Input 2: JS DOM Hydration, Input 4: Proxy Evasion, Interaction Stability, JS DOM Hydration, Noise Filtering, Output Quality, Proxy Evasion, Schema Extraction Integrity, Visual Spatial Awareness. A check only carries a score when we recorded a finding for it, and a tool has to be measured on all of them to take the top spot. We also checked Automation Level, Export, Input Handling — compared for you, but not part of the ranking.

ToolScorePriceWhere it lands
#1SkyvernBest4.8/5
all 10 checks
Free · $29/monthBest visual layout cleaning and structured extraction, with some latency and occasional recording sync issues.
#2FirecrawlNeeds work3.2/5
all 10 checks
Free · $16/monthStrongest at proxy evasion and JS hydration, but weak at layout cleanup/noise filtering.
#3Jina AI ReaderUnstable1.9/5
all 10 checks
Free · $50 upfrontStrong raw-text access and occasional proxy bypass, but weak on hydration and clean structured extraction
#4SpiderUnstable1.4/5
all 10 checks
Credits starting at $5 + usage billingFast static-page markdown scraper; weak on dynamic and anti-bot protected sites.

What we checked

Every finding below is tied to one of these checks, and to the test that produced it. The number is how many of the 4 tools we recorded findings for.

Input 1: Noise Filtering 4 toolsInput 2: JS DOM Hydration 4 toolsInput 4: Proxy Evasion 4 toolsInteraction Stability 4 toolsJS DOM Hydration 4 toolsNoise Filtering 4 toolsOutput Quality 4 toolsProxy Evasion 4 toolsSchema Extraction Integrity 4 toolsVisual Spatial Awareness 4 toolsAutomation Level 4 toolscontextExport 4 toolscontextInput Handling 4 toolscontext

What we tried

The same 3 tests were run on every tool.

Chewy Chocolate Chip Cookies recipe extractionGlassdoor software engineer jobs behind sign-in modalNike Air Force 1 '07 size options extraction
Read it

Skyvern

Best#1 of 4

Best visual layout cleaning and structured extraction, with some latency and occasional recording sync issues.

Automation LevelCapability check5/53 findings

Ran end-to-end autonomously with visual navigation and no manual selectors or human intervention.

This is a capability we checked per tool — whether (and how well) it supports this — so it shows a support verdict and what we found, rather than media or an input→output pair.

Worked wellwhen we tried: Glassdoor software engineer jobs behind sign-in modallink to this finding

Runs fully autonomously and handles modal elements dynamically without hardcoded user interaction scripts or selector mapping.

Mixedwhen we tried: Glassdoor software engineer jobs behind sign-in modallink to this finding

Can execute the extraction autonomously, but the interface recorder can drift out of sync during the run.

ExportCapability check5/51 finding

Structured outputs were available as downloadable payloads from the dashboard or run directory.

This is a capability we checked per tool — whether (and how well) it supports this — so it shows a support verdict and what we found, rather than media or an input→output pair.

Worked wellacross all testslink to this finding

Makes the structured extraction available as a downloadable run artifact, core log, dashboard data block, or exportable structured run log rather than only inside the visual run or browser view.

Input 1: Noise Filtering5/51 finding

Ignored navigation, ads, author bio, and comments, returning a clean isolated JSON recipe array.

Worked wellwhen we tried: Chewy Chocolate Chip Cookies recipe extractionlink to this finding

The tool can isolate the primary recipe content on a cluttered static page and return a clean structured extraction, preserving the requested fields while stripping surrounding boilerplate; in this run it produced a single JSON recipe object with fields such as recipe_name, description, prep_time, cook_time, total_time, servings, and ingredients while ignoring navigation, ads, author bio, and comments.

Tool input

benchmark prompt

Chewy Chocolate Chip Cookies recipe extraction

A cluttered Sally's Baking Addiction recipe page used to test whether a scraper can isolate the core recipe content while stripping navigation, sidebars, ads, links, and long comment threads.

Tool output

Input 2: JS DOM Hydration4/53 findings

Accurately extracted the fully hydrated Nike size schema, but the screen recorder went out of sync and froze.

Mixedacross all testslink to this finding

It could wait for client-side hydration and capture the rendered product state, but the screen-recording/visual trace subsystem was out of sync and froze on an initial page view in one run.

Mixedwhen we tried: Nike Air Force 1 '07 size options extractionlink to this finding

The extraction pipeline recovered the hydrated Nike size data, but the screen-recording/visual trace subsystem was out of sync and froze on an initial page view, so the captured recording did not reflect the final dynamic state.

Input 4: Proxy Evasion5/51 finding

Bypassed the sign-in modal overlay and recovered the target job content with clean structured output.

Worked wellwhen we tried: Glassdoor software engineer jobs behind sign-in modallink to this finding

The tool can bypass a standard interstitial sign-in/modal barrier and still recover the target content, outputting structured job listings with deterministic fields such as title, company, location, and summary.

Tool input

benchmark prompt

Glassdoor software engineer jobs behind sign-in modal

A Glassdoor jobs listing page protected by Cloudflare and a sign-in/interstitial overlay, used to test proxy evasion, anti-bot handling, and the ability to dismiss blocking modal UI before extracting listings.

Tool output

Input HandlingCapability check5/51 finding

Accepted each task directly and started processing through its natural-language / cloud task flow.

This is a capability we checked per tool — whether (and how well) it supports this — so it shows a support verdict and what we found, rather than media or an input→output pair.

Worked wellacross all testslink to this finding

Accepts cloud-workspace task-path parameters and provided URLs cleanly, and starts extraction or execution without input-ingestion, routing, parsing, or access failures; the Chewy recipe task also completed successfully end-to-end.

Interaction StabilityCapability check4/55 findings

Worked reliably overall, but dynamic runs showed occasional sync issues and added latency.

This is a capability we checked per tool — whether (and how well) it supports this — so it shows a support verdict and what we found, rather than media or an input→output pair.

Mixedacross all testslink to this finding

Tends to incur substantial execution overhead from visual validation loops and other vision-based processing, resulting in noticeably longer runtimes than raw text parsing approaches.

Mixedwhen we tried: Nike Air Force 1 '07 size options extractionlink to this finding

The extraction completed, but the screen-capture recorder fell out of sync and froze on an early page state, so runtime observability degraded.

JS DOM Hydration5/51 finding

Captured client-rendered content from the hydrated Nike page successfully.

Worked wellwhen we tried: Nike Air Force 1 '07 size options extractionlink to this finding

Waits for the client-rendered product page to hydrate and extracts the size grid instead of stopping at the initial shell.

Tool input

benchmark prompt

Nike Air Force 1 '07 size options extraction

A Nike product page with client-side JavaScript hydration used to test whether a headless scraper waits for dynamic DOM content before extracting product details and all available shoe sizes.

Tool output

Noise Filtering5/51 finding

Stripped boilerplate, ads, navigation, author bio, and comments from the static recipe page.

Worked wellwhen we tried: Chewy Chocolate Chip Cookies recipe extractionlink to this finding

Strips visible boilerplate well, keeping the recipe content while excluding navigation, the author card, sidebar promos, and comment clutter.

Tool input

benchmark prompt

Chewy Chocolate Chip Cookies recipe extraction

A cluttered Sally's Baking Addiction recipe page used to test whether a scraper can isolate the core recipe content while stripping navigation, sidebars, ads, links, and long comment threads.

Tool output

Output Quality5/57 findings

Produced clean, accurate, properly formatted JSON output with strong structural fidelity.

Worked wellacross all testslink to this finding

It consistently produced clean, well-formatted JSON and markdown outputs with preserved fields, deterministic keys, and accurate extracted data.

Worked wellwhen we tried: Glassdoor software engineer jobs behind sign-in modallink to this finding

Produces a perfectly formatted JSON schema with deterministic keys for titles, locations, and company names.

Proxy Evasion5/53 findings

Got past the Glassdoor sign-in modal and reached the underlying content.

Worked wellacross all testslink to this finding

Consistently got past the blocking sign-in modal/interstitial and reached the job listings content instead of stopping at the gate.

Worked wellwhen we tried: Glassdoor software engineer jobs behind sign-in modallink to this finding

Gets through a blocking interstitial/sign-in layer and reaches job listings content instead of stopping at the gate.

Tool input

benchmark prompt

Glassdoor software engineer jobs behind sign-in modal

A Glassdoor jobs listing page protected by Cloudflare and a sign-in/interstitial overlay, used to test proxy evasion, anti-bot handling, and the ability to dismiss blocking modal UI before extracting listings.

Tool output

Schema Extraction Integrity5/56 findings

Returned the requested fields with correct keys and valid schema formatting, including dynamic content.

Worked wellacross all testslink to this finding

Skyvern consistently preserved the requested structured output, producing complete JSON or fielded records without corrupting the schema, including the shoe-size lists, the job records, and the top-level recipe array.

Worked wellwhen we tried: Chewy Chocolate Chip Cookies recipe extractionlink to this finding

Preserves the requested structured shape as a top-level JSON array containing one recipe object, with keys such as recipe_name, description, prep_time, cook_time, total_time, servings, and ingredients.

Tool input

benchmark prompt

Chewy Chocolate Chip Cookies recipe extraction

A cluttered Sally's Baking Addiction recipe page used to test whether a scraper can isolate the core recipe content while stripping navigation, sidebars, ads, links, and long comment threads.

Tool output

Visual Spatial Awareness5/55 findings

Used computer vision to isolate the meaningful page regions and ignore surrounding layout noise.

Worked wellacross all testslink to this finding

It consistently isolated the meaningful content region on cluttered pages, suppressing navigation, ads, author bio, comments, and a sign-in overlay to return the requested recipe or job-listing content.

Worked wellwhen we tried: Chewy Chocolate Chip Cookies recipe extractionlink to this finding

Can isolate the main recipe content from dense page clutter, ignoring navigation text, ads, author biography, and comments to return a clean, focused JSON array with only the requested recipe fields.

Firecrawl

Needs work#2 of 4

Strongest at proxy evasion and JS hydration, but weak at layout cleanup/noise filtering.

Automation LevelCapability check5/51 finding

Ran end-to-end without manual selectors or mapping, including dynamic rendering and proxy handling.

This is a capability we checked per tool — whether (and how well) it supports this — so it shows a support verdict and what we found, rather than media or an input→output pair.

Worked wellacross all testslink to this finding

Runs fully autonomously in server-side browser mode, with no manual waiting or selector intervention required; it handled proxy rotation and user-agent manipulation automatically and ran zero-shot without custom CSS selector mapping or other manual DOM setup.

ExportCapability check3/51 finding

Results were accessible in the interface for copy/export, but not presented as a clean direct downloadable payload.

This is a capability we checked per tool — whether (and how well) it supports this — so it shows a support verdict and what we found, rather than media or an input→output pair.

Worked wellacross all testslink to this finding

Exposes scraped results directly in the dashboard as Markdown and JSON panes with download/copy controls, making the payload immediately exportable without rerunning the scrape.

Input 1: Noise Filtering1/53 findings

Extracted the main recipe content, but semantic filtering was essentially absent and the output was cluttered with navigation, sidebar, review, and footer noise.

Mixedacross all testslink to this finding

It recovered the recipe’s primary article content with high textual fidelity, but it did not semantically strip boilerplate on a cluttered recipe page, leaving the full primary navigation tree, sidebar components, thousands of review nodes, and footer blocks.

Failedwhen we tried: Chewy Chocolate Chip Cookies recipe extractionlink to this finding

Does not semantically strip boilerplate on a cluttered recipe page; the markdown still contains the full primary navigation tree, sidebar components, thousands of review nodes, and footer blocks.

Input 2: JS DOM Hydration4/53 findings

Successfully waited for client-side rendering and captured the full dynamic size options and product state, though the output still included raw backend and asset artifacts.

Mixedacross all testslink to this finding

It waits for client-side hydration and captures the hydrated product content, including the complete size-selection grid, but the output still leaves substantial non-content noise such as raw backend code artifacts and raw media-attachment matrices.

Mixedwhen we tried: Nike Air Force 1 '07 size options extractionlink to this finding

Captures hydrated product content but leaves substantial non-content noise in the output, including raw backend code artifacts and raw media-attachment matrices.

Tool input

benchmark prompt

Nike Air Force 1 '07 size options extraction

A Nike product page with client-side JavaScript hydration used to test whether a headless scraper waits for dynamic DOM content before extracting product details and all available shoe sizes.

Tool output

Input 4: Proxy Evasion5/53 findings

Bypassed Cloudflare/interstitial defenses and recovered the target Glassdoor job content autonomously, despite some leftover page noise.

Mixedacross all testslink to this finding

It gets past the sign-in/perimeter protection and recovers the protected job content, but the result is a noisy flattened page with navigation, filters, and internal links mixed in rather than a clean listing block.

Mixedwhen we tried: Glassdoor software engineer jobs behind sign-in modallink to this finding

Returns the protected job page in a noisy flattened form, interleaving the target content with navigation buttons, search filter blocks, and internal page links instead of a cleanly isolated listing block.

Tool input

benchmark prompt

Glassdoor software engineer jobs behind sign-in modal

A Glassdoor jobs listing page protected by Cloudflare and a sign-in/interstitial overlay, used to test proxy evasion, anti-bot handling, and the ability to dismiss blocking modal UI before extracting listings.

Tool output

Input HandlingCapability check5/53 findings

Processed the target URLs directly and began scraping without routing or input errors on all three tests.

This is a capability we checked per tool — whether (and how well) it supports this — so it shows a support verdict and what we found, rather than media or an input→output pair.

Worked wellwhen we tried: Chewy Chocolate Chip Cookies recipe extractionlink to this finding

Accepts a target recipe URL directly in the web interface and completes the scrape cleanly within standard bounds.

Worked wellwhen we tried: Glassdoor software engineer jobs behind sign-in modallink to this finding

Accepted the protected Glassdoor jobs URL and began extraction behind the edge layer without access or parsing errors.

Interaction StabilityCapability check5/53 findings

Executed reliably through the tested flows, including hydration and proxy-bypass cases, without losing sync.

This is a capability we checked per tool — whether (and how well) it supports this — so it shows a support verdict and what we found, rather than media or an input→output pair.

Worked wellacross all testslink to this finding

At a tool level, it can handle automated proxy rotation and user-agent manipulation without manual intervention, indicating strong anti-bot runtime resilience.

Worked wellwhen we tried: Nike Air Force 1 '07 size options extractionlink to this finding

Reliably waited for client-side hydration and captured the complete size set, from M 5 / W 6.5 through M 18 / W 19.5.

JS DOM Hydration5/51 finding

Waited for client-side rendering and successfully captured the hydrated Nike size options and related dynamic content.

Worked wellwhen we tried: Nike Air Force 1 '07 size options extractionlink to this finding

Waits through client-side hydration and captures the dynamically loaded size inventory, spanning the full visible range from M 5 / W 6.5 through M 18 / W 19.5.

Tool input

benchmark prompt

Nike Air Force 1 '07 size options extraction

A Nike product page with client-side JavaScript hydration used to test whether a headless scraper waits for dynamic DOM content before extracting product details and all available shoe sizes.

Tool output

Noise Filtering1/56 findings

It repeatedly preserved boilerplate, navigation, sidebars, filters, and login clutter instead of stripping them.

Failedacross all testslink to this finding

It mostly failed to strip boilerplate and page scaffolding from the output, with one case only struggling to clean SPA clutter and leaving global localization links, background asset tags, and raw image URL trees in the Markdown.

Failedwhen we tried: Glassdoor software engineer jobs behind sign-in modallink to this finding

Fails to separate target text from page noise, returning full job detail specs immediately followed by global layout blocks and login fields.

Output Quality3/57 findings

Markdown/text fidelity was good, but the outputs were cluttered and not semantically cleaned.

Mixedacross all testslink to this finding

It often preserved Markdown structure and core content, but output quality was uneven because several results were cluttered with raw backend code artifacts, media-matrix noise, navigation and filter blocks, sidebar/footer content, and other boilerplate.

Worked wellwhen we tried: Glassdoor software engineer jobs behind sign-in modallink to this finding

Preserves Markdown structure and core content cleanly, including headings, the ingredients table, and the step-by-step workflow, with excellent textual fidelity.

Proxy Evasion5/51 finding

Successfully bypassed the Glassdoor anti-bot/interstitial barriers and returned content behind the edge protections.

Worked wellwhen we tried: Glassdoor software engineer jobs behind sign-in modallink to this finding

Gets past Cloudflare-protected interstitial defenses and returns the underlying job-listing content from behind the barrier.

Tool input

benchmark prompt

Glassdoor software engineer jobs behind sign-in modal

A Glassdoor jobs listing page protected by Cloudflare and a sign-in/interstitial overlay, used to test proxy evasion, anti-bot handling, and the ability to dismiss blocking modal UI before extracting listings.

Tool output

Schema Extraction Integrity2/53 findings

It captured some core fields and lists, but not as cleanly structured schema output with reliable field discipline.

Worked wellacross all testslink to this finding

It consistently preserved the requested structure and core fields with high textual fidelity, including the ingredients table, step-by-step workflow, hyperlink routing definitions, active software engineering listings, corporate profile names, salary estimates, and required technical skill arrays.

Worked wellwhen we tried: Glassdoor software engineer jobs behind sign-in modallink to this finding

The tool preserved the requested recipe structure with high textual fidelity, including the ingredients table and step-by-step workflow, and retained hyperlink routing definitions accurately.

Visual Spatial Awareness1/58 findings

The tool did not isolate the main page region well and repeatedly captured surrounding layout noise.

Failedacross all testslink to this finding

It consistently failed to separate primary content from surrounding page chrome and layout noise, with only partial handling when it could surface the hydrated inventory information while still carrying localization links, background asset tags, and raw image URL trees.

Failedwhen we tried: Glassdoor software engineer jobs behind sign-in modallink to this finding

Fails to separate the job content from surrounding page chrome; the output still carries global layout blocks and login fields alongside the listings.

Tool input

benchmark prompt

Glassdoor software engineer jobs behind sign-in modal

A Glassdoor jobs listing page protected by Cloudflare and a sign-in/interstitial overlay, used to test proxy evasion, anti-bot handling, and the ability to dismiss blocking modal UI before extracting listings.

Tool output

Jina AI Reader

Unstable#3 of 4

Strong raw-text access and occasional proxy bypass, but weak on hydration and clean structured extraction

Automation LevelCapability check4/52 findings

Ran end-to-end on the server without manual selectors or human intervention.

This is a capability we checked per tool — whether (and how well) it supports this — so it shows a support verdict and what we found, rather than media or an input→output pair.

Worked wellacross all testslink to this finding

Runs are fully hands-off through the API request path: the interface shows generated curl requests and default settings, with no manual selector mapping or other user intervention visible.

Mixedwhen we tried: Chewy Chocolate Chip Cookies recipe extractionlink to this finding

Can execute server-side without manual selector mapping or custom waits, but the autonomous pipeline is brittle when the request URL is duplicated.

ExportCapability check3/51 finding

Results were accessible as readable raw text in the browser-facing output, but no explicit downloadable payload was shown.

This is a capability we checked per tool — whether (and how well) it supports this — so it shows a support verdict and what we found, rather than media or an input→output pair.

Worked wellacross all testslink to this finding

The extracted text is available directly in the API response pane, so results are exportable without a separate download step.

Input 1: Noise Filtering1/53 findings

It got trapped on a 404 address loop and returned mostly site chrome/boilerplate instead of the recipe content.

Struggledacross all testslink to this finding

It could surface boilerplate header navigation and privacy-disclosure content, but it did not reliably filter noise away from the main recipe block, and a duplicated target URL can trigger a nested-path resolution bug that returns a plain HTTP 404 page inside the site chrome.

Failedwhen we tried: Chewy Chocolate Chip Cookies recipe extractionlink to this finding

A duplicated target URL can trigger a nested-path resolution bug that returns a plain HTTP 404 page inside the site chrome, so the extractor fails to isolate the main recipe block.

Tool input

benchmark prompt

Chewy Chocolate Chip Cookies recipe extraction

A cluttered Sally's Baking Addiction recipe page used to test whether a scraper can isolate the core recipe content while stripping navigation, sidebars, ads, links, and long comment threads.

Tool output

Input 2: JS DOM Hydration1/53 findings

It failed to wait for client-side hydration, scraping menus and layout noise rather than the product size data.

Mixedacross all testslink to this finding

It can recover static product metadata from the JavaScript-heavy page, but it did not wait for client-side hydration on the size-selector grid and instead returned empty layout nodes and site-wide international menu and regional index content.

Failedwhen we tried: Nike Air Force 1 '07 size options extractionlink to this finding

It fails to wait for client-side hydration on the size-selector grid: the response leaves the selector as empty layout nodes and instead spills the site-wide international menu and regional index into the output.

Tool input

benchmark prompt

Nike Air Force 1 '07 size options extraction

A Nike product page with client-side JavaScript hydration used to test whether a headless scraper waits for dynamic DOM content before extracting product details and all available shoe sizes.

Tool output

Input 4: Proxy Evasion5/53 findings

It bypassed the Glassdoor edge/security barriers and recovered page text successfully, despite noisy output.

Mixedacross all testslink to this finding

It could clear a standard Glassdoor interstitial and return page text, but in another run the result was still a raw DOM dump with sign-in notices, framework noise, and header redirects interleaved, so proxy evasion was only partially successful.

Struggledwhen we tried: Glassdoor software engineer jobs behind sign-in modallink to this finding

Although the anti-bot wall is bypassed, the recovered Glassdoor output is still a raw DOM dump with sign-in notices, framework noise, and header redirects interleaved, so the target listings require heavy downstream cleanup.

Tool input

benchmark prompt

Glassdoor software engineer jobs behind sign-in modal

A Glassdoor jobs listing page protected by Cloudflare and a sign-in/interstitial overlay, used to test proxy evasion, anti-bot handling, and the ability to dismiss blocking modal UI before extracting listings.

Tool output

Input HandlingCapability check3/51 finding

Usually accepted the URLs and started processing, but one run hit a nested URL-resolution loop and misrouted the target.

This is a capability we checked per tool — whether (and how well) it supports this — so it shows a support verdict and what we found, rather than media or an input→output pair.

Mixedacross all testslink to this finding

Accepts direct URLs including a Nike SPA link, a Glassdoor jobs URL behind a sign-in modal, and a public recipe URL, processing them successfully and returning 200 OK in 3.6 s, 7.0 s, and 9.4 seconds. A duplicated destination URL can be misparsed as part of the path, causing a nested address-resolution loop instead of a clean fetch.

Interaction StabilityCapability check2/53 findings

Completed the runs, but the dynamic page flow was unreliable and missed key content on hydrated and protected pages.

This is a capability we checked per tool — whether (and how well) it supports this — so it shows a support verdict and what we found, rather than media or an input→output pair.

Struggledacross all testslink to this finding

Overall, the browser engine frequently fails to wait for client-side JavaScript hydration, which leads to missing dynamic content on modern interactive pages.

Worked wellwhen we tried: Glassdoor software engineer jobs behind sign-in modallink to this finding

Can process a protected page through edge security without being dropped, successfully bypassing the firewall and recovering plain-text markers from the page flow.

JS DOM Hydration1/53 findings

Failed to wait for and capture the client-side rendered content on the Nike SPA.

Failedacross all testslink to this finding

It consistently failed to wait for client-side hydration on dynamic pages, missing the live size selector/grid and pulling static or unrelated page content instead.

Failedwhen we tried: Nike Air Force 1 '07 size options extractionlink to this finding

It did not capture the client-rendered size selector; after 7.0 s the extract still lacked the live size grid and showed only static page content.

Tool input

benchmark prompt

Nike Air Force 1 '07 size options extraction

A Nike product page with client-side JavaScript hydration used to test whether a headless scraper waits for dynamic DOM content before extracting product details and all available shoe sizes.

Tool output

Noise Filtering1/52 findings

Poor at stripping boilerplate and framework clutter, especially on the Glassdoor and Nike outputs.

Mixedwhen we tried: Glassdoor software engineer jobs behind sign-in modallink to this finding

It can recover the page text layer, but the extraction still leaves job data interleaved with French and German translation strings and header redirect text, so heavy post-processing cleanup is still required.

Worked wellwhen we tried: Chewy Chocolate Chip Cookies recipe extractionlink to this finding

It isolated the core recipe content into markdown while avoiding visible nav, sidebar, or comment-thread clutter in the extract.

Tool input

benchmark prompt

Chewy Chocolate Chip Cookies recipe extraction

A cluttered Sally's Baking Addiction recipe page used to test whether a scraper can isolate the core recipe content while stripping navigation, sidebars, ads, links, and long comment threads.

Tool output

Output Quality2/57 findings

Outputs were generally noisy or wrong: a 404 wrapper, a global directory dump, and a raw DOM dump.

Mixedacross all testslink to this finding

It can produce coherent markdown and preserve key fields on some pages, but the output is often padded with image/link markup or global layout artifacts, and blocked Glassdoor pages collapse into unusable text.

Mixedwhen we tried: Glassdoor software engineer jobs behind sign-in modallink to this finding

Its output quality is partial on the hydrated ecommerce page: it preserves the SEO header and static price markers, but replaces the transactional product data with a giant global link directory.

Proxy Evasion4/53 findings

Successfully bypassed the Glassdoor edge/security layer in this run, though not shown as universally reliable.

Mixedacross all testslink to this finding

It was split: one run got past the standard edge security filters and firewall checks on the Glassdoor target, but another hit the anti-bot “Humans only” block page instead of the target job listings.

Failedwhen we tried: Glassdoor software engineer jobs behind sign-in modallink to this finding

It failed to get past the anti-bot barrier; the 3.6 s response is the "Humans only" block page instead of the target job listings.

Tool input

benchmark prompt

Glassdoor software engineer jobs behind sign-in modal

A Glassdoor jobs listing page protected by Cloudflare and a sign-in/interstitial overlay, used to test proxy evasion, anti-bot handling, and the ability to dismiss blocking modal UI before extracting listings.

Tool output

Schema Extraction Integrity1/53 findings

Did not preserve the requested structured fields well; extracted text was either off-target or heavily malformed by noise.

Mixedacross all testslink to this finding

It can extract some static fields correctly, but schema integrity is unreliable: one run became completely useless after an address-resolution bug, and another substituted broad site-directory text for the requested size data.

Failedwhen we tried: Glassdoor software engineer jobs behind sign-in modallink to this finding

Can break entirely when URL handling loops or duplicates the target path: the report says the primary output became completely useless for data compilation after an address-resolution bug.

Visual Spatial Awareness1/55 findings

Frequently failed to isolate the meaningful page region, leaving global layout, menus, and other chrome in the result.

Struggledacross all testslink to this finding

It generally struggled to isolate the content region on guarded pages, leaving sign-in, framework, and security-page noise in the output, though it could still extract basic boilerplate elements from a broken 404 layout.

Struggledwhen we tried: Glassdoor software engineer jobs behind sign-in modallink to this finding

Produces poor structural filtering on guarded pages: the recovered job text is heavily interleaved with framework noise, sign-in alerts, and header redirects, requiring substantial post-processing to clean.

Spider

Unstable#4 of 4

Fast static-page markdown scraper; weak on dynamic and anti-bot protected sites.

Automation LevelCapability check4/51 finding

Ran zero-shot with internal browser/tracking handling and no manual selectors, but the third run still failed at the network edge.

This is a capability we checked per tool — whether (and how well) it supports this — so it shows a support verdict and what we found, rather than media or an input→output pair.

Mixedacross all testslink to this finding

Completed the scrape in zero-shot mode, with no manual selector mapping or custom waits required, and managed the browser-tracking rules internally, so the run did not require manual automation setup; could not complete automation because proxy-level interception stopped the run during the initial handshake sequence.

ExportCapability check2/52 findings

Outputs were accessible in the playground/workspace/viewport, but not as a clearly direct downloadable API payload.

This is a capability we checked per tool — whether (and how well) it supports this — so it shows a support verdict and what we found, rather than media or an input→output pair.

Worked wellacross all testslink to this finding

Results are exposed directly in the workspace through Rendered/JSON/Code views, so the scrape output is exportable without a separate download step.

Mixedwhen we tried: Chewy Chocolate Chip Cookies recipe extractionlink to this finding

Export is limited to markdown viewport copies rather than a structured API or dashboard payload.

Input 1: Noise Filtering1/53 findings

It preserved the main recipe content, but the markdown was heavily polluted with navigation, social links, notices, and reviews.

Mixedacross all testslink to this finding

It preserved the central recipe content blocks, but did not strip page boilerplate, leaving global navigation links, social/sharing URLs, cookie-preference UI, and user-review content around the recipe.

Failedwhen we tried: Chewy Chocolate Chip Cookies recipe extractionlink to this finding

It did not strip page boilerplate: the markdown output still included global navigation links, social/sharing URLs, cookie-preference UI, and user-review content around the recipe.

Tool input

benchmark prompt

Chewy Chocolate Chip Cookies recipe extraction

A cluttered Sally's Baking Addiction recipe page used to test whether a scraper can isolate the core recipe content while stripping navigation, sidebars, ads, links, and long comment threads.

Tool output

Input 2: JS DOM Hydration1/53 findings

It extracted some structural/marketing text, but failed to wait for client-side hydration and missed the size-selection data entirely.

Mixedacross all testslink to this finding

It captured the rendered product headline and basic metadata, but failed to wait for client-side hydration of the size picker, leaving the size-selection area empty and returning zero available sizing attributes.

Worked wellwhen we tried: Nike Air Force 1 '07 size options extractionlink to this finding

It captured the rendered product headline and basic metadata, including the Nike Air Force 1 '07 title, the Men's Shoes label, and the $115 price.

Tool input

benchmark prompt

Nike Air Force 1 '07 size options extraction

A Nike product page with client-side JavaScript hydration used to test whether a headless scraper waits for dynamic DOM content before extracting product details and all available shoe sizes.

Tool output

Input 4: Proxy Evasion0/51 finding

It was blocked at the network edge by proxy/firewall defenses and returned no useful page content.

Failedwhen we tried: Glassdoor software engineer jobs behind sign-in modallink to this finding

It was stopped by the site's security interstitial and returned only anti-bot warning text instead of the target listings, showing no recovered job content.

Tool input

benchmark prompt

Glassdoor software engineer jobs behind sign-in modal

A Glassdoor jobs listing page protected by Cloudflare and a sign-in/interstitial overlay, used to test proxy evasion, anti-bot handling, and the ability to dismiss blocking modal UI before extracting listings.

Tool output

Input HandlingCapability check4/51 finding

Accepted all three target URLs in the playground/smart modes, though the Glassdoor run was blocked by the target rather than by an input error.

This is a capability we checked per tool — whether (and how well) it supports this — so it shows a support verdict and what we found, rather than media or an input→output pair.

Mixedacross all testslink to this finding

Accepted the public URL in the cloud scraper playground and the target URL with Smart settings, beginning extraction successfully and returning HTTP 200 in 1.4 s for a 1-page run and 2.2 s for a 1-page run; the Glassdoor target could not be processed cleanly because the network edge blocked the scrape before content retrieval began.

Interaction StabilityCapability check2/51 finding

Handled the static case, but failed on the dynamic Nike page and then hard-blocked on the Glassdoor run.

This is a capability we checked per tool — whether (and how well) it supports this — so it shows a support verdict and what we found, rather than media or an input→output pair.

Struggledacross all testslink to this finding

Across modern websites, the tool is strongest on static layouts but struggles with dynamic or protected pages unless it has active browser waits and advanced stealth proxies.

JS DOM Hydration1/51 finding

Did not wait for or capture the Nike page's client-side rendered size-selection content, leaving the dynamic nodes missing.

Failedwhen we tried: Nike Air Force 1 '07 size options extractionlink to this finding

Does not wait for client-side hydration long enough; it can capture the title and price but misses the size-selection UI entirely, leaving zero available sizing attributes.

Tool input

benchmark prompt

Nike Air Force 1 '07 size options extraction

A Nike product page with client-side JavaScript hydration used to test whether a headless scraper waits for dynamic DOM content before extracting product details and all available shoe sizes.

Tool output

Noise Filtering1/53 findings

The static recipe markdown was heavily polluted with navigation, sharing URLs, cookie notices, and reviews.

Failedacross all testslink to this finding

It consistently failed to strip static-page boilerplate, leaving global header navigation, social-sharing links or URLs, cookie-preference notices, and user-review text in the extracted output.

Failedwhen we tried: Glassdoor software engineer jobs behind sign-in modallink to this finding

The scraper fails to strip static boilerplate from cluttered pages: the markdown included the global header navigation, social-sharing URLs, cookie-choice notices, and user reviews instead of isolating only the core recipe content.

Output Quality2/57 findings

Produced some accurate content, but the recipe output was bloated, the Nike output was incomplete, and Glassdoor returned only security text.

Mixedacross all testslink to this finding

It generally captured static content like product titles, prices, ingredients, directions, and marketing text, but the output was often noisy and incomplete when dynamic inventory, hydrated transactional nodes, or sign-in/CAPTCHA barriers were involved.

Mixedwhen we tried: Chewy Chocolate Chip Cookies recipe extractionlink to this finding

Preserves the main recipe text clearly, but the markdown is still noisy and unpolished because navigation, sharing, cookie, and review text are interleaved with the content.

Tool input

benchmark prompt

Chewy Chocolate Chip Cookies recipe extraction

A cluttered Sally's Baking Addiction recipe page used to test whether a scraper can isolate the core recipe content while stripping navigation, sidebars, ads, links, and long comment threads.

Tool output

Proxy Evasion1/51 finding

Native proxies failed against Glassdoor's firewall/CAPTCHA, producing a full block page instead of content.

Failedwhen we tried: Glassdoor software engineer jobs behind sign-in modallink to this finding

Native proxy handling fails against anti-bot protection, triggering a full 'Humans only' Cloudflare-style block page instead of the target listings.

Tool input

benchmark prompt

Glassdoor software engineer jobs behind sign-in modal

A Glassdoor jobs listing page protected by Cloudflare and a sign-in/interstitial overlay, used to test proxy evasion, anti-bot handling, and the ability to dismiss blocking modal UI before extracting listings.

Tool output

Schema Extraction Integrity2/52 findings

It could surface some structured-looking content, but missed key requested fields on the dynamic page and returned no usable schema on the blocked page.

Worked wellwhen we tried: Glassdoor software engineer jobs behind sign-in modallink to this finding

It can preserve the main recipe content accurately, keeping the central ingredients block and recipe directions layout intact.

Mixedwhen we tried: Nike Air Force 1 '07 size options extractionlink to this finding

It can still extract static metadata cleanly, such as structural description definitions and basic marketing attributes, even when the dynamic transactional section is missing.

Visual Spatial Awareness3/53 findings

It preserved the main recipe content block well, but did not reliably isolate meaningful content from surrounding layout noise.

Failedacross all testslink to this finding

It consistently missed the core page content, leaving large amounts of surrounding page boilerplate and clutter such as global navigation links, social-sharing URLs, cookie notices, and user reviews in the markdown instead of isolating the main block.

Struggledwhen we tried: Chewy Chocolate Chip Cookies recipe extractionlink to this finding

Its structural filtering did not isolate the main article block, so the markdown still included large amounts of surrounding page boilerplate.

Tool input

benchmark prompt

Chewy Chocolate Chip Cookies recipe extraction

A cluttered Sally's Baking Addiction recipe page used to test whether a scraper can isolate the core recipe content while stripping navigation, sidebars, ads, links, and long comment threads.

Tool output

Final Take

Skyvern is the best choice here if you want the cleanest output or structured data directly from messy live pages, especially when page layout understanding matters more than speed. Firecrawl is the best fallback for teams building large-scale pipelines that can tolerate noisy Markdown and clean it later with an LLM. Spider and Jina AI Reader both underperformed on modern JS-heavy or protected pages in this benchmark. The report's own closing recommendation is a hybrid: use a vision agent like Skyvern when UI interaction or modal handling matters, then pair it with a fast text flattener like Firecrawl when you need scalable downstream processing.

Tested as of June 2026 · Will be re-verified monthly

Similar Tools

The tools we tested for this use case — each card opens its full tested review.

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