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.
Highest structural quality across the three live tests, especially on noisy and JS-heavy pages, with slower runs and some recording-sync fragility.
#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.
| Tool | Score | Price | Where it lands | ||
|---|---|---|---|---|---|
| #1 | Skyvern | Best | 4.8/5 all 10 checks | Free · $29/month | Best visual layout cleaning and structured extraction, with some latency and occasional recording sync issues. |
| #2 | Firecrawl | Needs work | 3.2/5 all 10 checks | Free · $16/month | Strongest at proxy evasion and JS hydration, but weak at layout cleanup/noise filtering. |
| #3 | Jina AI Reader | Unstable | 1.9/5 all 10 checks | Free · $50 upfront | Strong raw-text access and occasional proxy bypass, but weak on hydration and clean structured extraction |
| #4 | Spider | Unstable | 1.4/5 all 10 checks | Credits starting at $5 + usage billing | Fast 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.
What we tried
The same 3 tests were run on every tool.
Best visual layout cleaning and structured extraction, with some latency and occasional recording sync issues.
▸Automation LevelCapability check5/52 worked well1 mixed3 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.
Runs fully autonomously and handles modal elements dynamically without hardcoded user interaction scripts or selector mapping.
Can execute the extraction autonomously, but the interface recorder can drift out of sync during the run.
▸ExportCapability check5/51 worked well1 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.
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 worked well1 finding
Ignored navigation, ads, author bio, and comments, returning a clean isolated JSON recipe array.
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 Hydration4/51 worked well2 mixed3 findings
Accurately extracted the fully hydrated Nike size schema, but the screen recorder went out of sync and froze.
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.
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 worked well1 finding
Bypassed the sign-in modal overlay and recovered the target job content with clean structured output.
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 worked well1 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.
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 check4/52 mixed2 struggled1 failed5 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.
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.
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 worked well1 finding
Captured client-rendered content from the hydrated Nike page successfully.
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 worked well1 finding
Stripped boilerplate, ads, navigation, author bio, and comments from the static recipe page.
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 worked well7 findings
Produced clean, accurate, properly formatted JSON output with strong structural fidelity.
It consistently produced clean, well-formatted JSON and markdown outputs with preserved fields, deterministic keys, and accurate extracted data.
Produces a perfectly formatted JSON schema with deterministic keys for titles, locations, and company names.
▸Proxy Evasion5/53 worked well3 findings
Got past the Glassdoor sign-in modal and reached the underlying content.
Consistently got past the blocking sign-in modal/interstitial and reached the job listings content instead of stopping at the gate.
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 worked well6 findings
Returned the requested fields with correct keys and valid schema formatting, including dynamic content.
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.
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 worked well5 findings
Used computer vision to isolate the meaningful page regions and ignore surrounding layout noise.
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.
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.
Strongest at proxy evasion and JS hydration, but weak at layout cleanup/noise filtering.
▸Automation LevelCapability check5/51 worked well1 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.
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 worked well1 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.
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 Filtering1/51 worked well1 mixed1 failed3 findings
Extracted the main recipe content, but semantic filtering was essentially absent and the output was cluttered with navigation, sidebar, review, and footer noise.
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.
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 Hydration4/51 worked well2 mixed3 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.
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.
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 Evasion5/51 worked well2 mixed3 findings
Bypassed Cloudflare/interstitial defenses and recovered the target Glassdoor job content autonomously, despite some leftover page noise.
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.
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 worked well3 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.
Accepts a target recipe URL directly in the web interface and completes the scrape cleanly within standard bounds.
Accepted the protected Glassdoor jobs URL and began extraction behind the edge layer without access or parsing errors.
▸Interaction StabilityCapability check5/53 worked well3 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.
At a tool level, it can handle automated proxy rotation and user-agent manipulation without manual intervention, indicating strong anti-bot runtime resilience.
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 worked well1 finding
Waited for client-side rendering and successfully captured the hydrated Nike size options and related dynamic content.
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 Filtering1/51 struggled5 failed6 findings
It repeatedly preserved boilerplate, navigation, sidebars, filters, and login clutter instead of stripping them.
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.
Fails to separate target text from page noise, returning full job detail specs immediately followed by global layout blocks and login fields.
▸Output Quality3/52 worked well4 mixed1 struggled7 findings
Markdown/text fidelity was good, but the outputs were cluttered and not semantically cleaned.
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.
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 worked well1 finding
Successfully bypassed the Glassdoor anti-bot/interstitial barriers and returned content behind the edge protections.
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 worked well3 findings
It captured some core fields and lists, but not as cleanly structured schema output with reliable field discipline.
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.
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 Awareness1/51 mixed1 struggled6 failed8 findings
The tool did not isolate the main page region well and repeatedly captured surrounding layout noise.
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.
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
Strong raw-text access and occasional proxy bypass, but weak on hydration and clean structured extraction
▸Automation LevelCapability check4/51 worked well1 mixed2 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.
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.
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 worked well1 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.
The extracted text is available directly in the API response pane, so results are exportable without a separate download step.
▸Input 1: Noise Filtering1/51 mixed1 struggled1 failed3 findings
It got trapped on a 404 address loop and returned mostly site chrome/boilerplate instead of the recipe content.
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.
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 Hydration1/52 mixed1 failed3 findings
It failed to wait for client-side hydration, scraping menus and layout noise rather than the product size data.
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.
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 Evasion5/51 worked well1 mixed1 struggled3 findings
It bypassed the Glassdoor edge/security barriers and recovered page text successfully, despite noisy output.
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.
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 mixed1 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.
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 check2/51 worked well1 struggled1 failed3 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.
Overall, the browser engine frequently fails to wait for client-side JavaScript hydration, which leads to missing dynamic content on modern interactive pages.
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 failed3 findings
Failed to wait for and capture the client-side rendered content on the Nike SPA.
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.
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 Filtering1/51 worked well1 mixed2 findings
Poor at stripping boilerplate and framework clutter, especially on the Glassdoor and Nike outputs.
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.
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 Quality2/51 worked well4 mixed2 failed7 findings
Outputs were generally noisy or wrong: a 404 wrapper, a global directory dump, and a raw DOM dump.
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.
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 Evasion4/51 worked well1 mixed1 failed3 findings
Successfully bypassed the Glassdoor edge/security layer in this run, though not shown as universally reliable.
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.
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 Integrity1/52 mixed1 failed3 findings
Did not preserve the requested structured fields well; extracted text was either off-target or heavily malformed by noise.
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.
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 Awareness1/51 worked well2 struggled2 failed5 findings
Frequently failed to isolate the meaningful page region, leaving global layout, menus, and other chrome in the result.
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.
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.
Fast static-page markdown scraper; weak on dynamic and anti-bot protected sites.
▸Automation LevelCapability check4/51 mixed1 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.
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 check2/51 worked well1 mixed2 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.
Results are exposed directly in the workspace through Rendered/JSON/Code views, so the scrape output is exportable without a separate download step.
Export is limited to markdown viewport copies rather than a structured API or dashboard payload.
▸Input 1: Noise Filtering1/51 worked well1 mixed1 failed3 findings
It preserved the main recipe content, but the markdown was heavily polluted with navigation, social links, notices, and reviews.
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.
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 Hydration1/51 worked well1 mixed1 failed3 findings
It extracted some structural/marketing text, but failed to wait for client-side hydration and missed the size-selection data entirely.
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.
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 failed1 finding
It was blocked at the network edge by proxy/firewall defenses and returned no useful page content.
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 mixed1 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.
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 struggled1 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.
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 failed1 finding
Did not wait for or capture the Nike page's client-side rendered size-selection content, leaving the dynamic nodes missing.
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 failed3 findings
The static recipe markdown was heavily polluted with navigation, sharing URLs, cookie notices, and reviews.
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.
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 Quality2/55 mixed1 struggled1 failed7 findings
Produced some accurate content, but the recipe output was bloated, the Nike output was incomplete, and Glassdoor returned only security text.
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.
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 failed1 finding
Native proxies failed against Glassdoor's firewall/CAPTCHA, producing a full block page instead of content.
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 Integrity2/51 worked well1 mixed2 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.
It can preserve the main recipe content accurately, keeping the central ingredients block and recipe directions layout intact.
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 Awareness3/51 struggled2 failed3 findings
It preserved the main recipe content block well, but did not reliably isolate meaningful content from surrounding layout noise.
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.
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.
Similar Tools
The tools we tested for this use case — each card opens its full tested review.