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curl https://r.jina.ai/https://example.comShowcase

Verified integrations
No integration evidence found in our corpus for this product yet — that means none was found, never that it doesn’t integrate.
By theme — the product's score on each story themeBy theme
Agenticness — how well agents can access and operate the productAgenticnessevidence →
How well agents can access and operate the product
Anti bot — getting past bot defenses — CAPTCHAs, fingerprinting, blocksAnti botevidence →
Getting past bot defenses — CAPTCHAs, fingerprinting, blocks
Automation depth — how much of the product can run unattendedAutomation depthevidence →
How much of the product can run unattended
Dev experience — day-to-day developer experience — setup friction, docs, debugging, iteration speedDev experienceevidence →
Day-to-day developer experience — setup friction, docs, debugging, iteration speed
Extraction quality — how faithfully content is extracted — structure, fidelity, edge casesExtraction qualityevidence →
How faithfully content is extracted — structure, fidelity, edge cases
Js rendering — handling JavaScript-heavy pages — rendering, waiting, dynamic contentJs renderingevidence →
Handling JavaScript-heavy pages — rendering, waiting, dynamic content
Openness — open source, data portability, and self-hosting storiesOpennessevidence →
Open source, data portability, and self-hosting stories
Output formats — stories about output formats in this arenaOutput formatsevidence →
Stories about output formats in this arena
Pricing limits — free-tier ceilings, usage caps, and rate limits before you have to payPricing limitsevidence →
Free-tier ceilings, usage caps, and rate limits before you have to pay
Privacy posture — data-handling and privacy storiesPrivacy postureevidence →
Data-handling and privacy stories
Scale reliability — behavior under load — scaling limits, uptime, failure handlingScale reliabilityevidence →
Behavior under load — scaling limits, uptime, failure handling
Story verdicts — every judged story with its evidenceStory verdicts
What’s free: 3 free · 0 paid · 0 enterprise · 31 not stated in evidence
Follow the green: where the map greys out is where Jina Reader stops today. ✓ full · ~ partial · ! disputed · — none · n/a not applicable.
Agenticness — how well agents can access and operate the productAgenticness
How well agents can access and operate the product
API surface
Drive the product through a documented public API
✓8/10
unlocks → Webhooks · Official SDKs · Scoped API keys · Machine-readable spec · Versioning policy · API sandbox · Official CLI · Full data export · The documented rate limit (requests per second or minute) enforced on my API key before throttling kicks in
Subscribe to events via webhooks
—–
Build against official SDKs
—0/10
Issue scoped/least-privilege API credentials for an agent
—–
Connect an agent via an official MCP server
✓7/10
Download a machine-readable API spec (OpenAPI or equivalent)
—0/10
Rely on versioned APIs with a documented deprecation policy
—0/10
Test against a sandbox environment without touching production data
—–
Explore an interactive API reference with runnable examples
—0/10
Agentic features
Delegate tasks to a built-in AI assistant inside the product
—–
Operate the product with natural-language commands
~6/10
unlocks → Autonomous automations
Plug MCP servers into this product so it can use their tools
n/an/a
Get AI-generated insights and suggestions from my data inside the product
—–
Set up automations that run autonomously in the background
—–
Apply a preset configuration tuned for research agents that returns structured, citable output
✓8/10
The documented rate limit (requests per second or minute) enforced on my API key before throttling kicks in
—0/10
Anti bot — getting past bot defenses — CAPTCHAs, fingerprinting, blocksAnti bot
Getting past bot defenses — CAPTCHAs, fingerprinting, blocks
Block evasion
Proxy rotation
Automation depth — how much of the product can run unattendedAutomation depth
How much of the product can run unattended
Dev experience — day-to-day developer experience — setup friction, docs, debugging, iteration speedDev experience
Day-to-day developer experience — setup friction, docs, debugging, iteration speed
Share scrapers with teammates and manage organizations and role-based permissions
—–
Deployment flexibility
Connect the scraping API to no-code automation platforms like n8n or Zapier through a prebuilt connector
—–
Build scrapers using popular open-source automation libraries like Playwright, Puppeteer, Selenium, or Scrapy
—–
Export my scraped data and job configurations in a portable format to migrate to another provider without lock-in
—–
Extraction quality — how faithfully content is extracted — structure, fidelity, edge casesExtraction quality
How faithfully content is extracted — structure, fidelity, edge cases
Ai extraction
Scrape a web page with a single API call and get its raw HTML back
—0/10
Automatically detect and filter personally identifiable information out of scraped content before it reaches storage
—–
Extract text content from PDFs, Word, Excel, and PowerPoint files without hosting them myself
✓8/10
Get automatic captions for images on a page so a text-only model can reason about visual content
✓8/10
Search the web and get full page content from results in a single call instead of just links and snippets
✓8/10
Extract specific fields from a page using CSS or XPath selector rules
~4/10
Extract data from very large tables using intelligent chunking so it fits within processing limits
~4/10
Js rendering — handling JavaScript-heavy pages — rendering, waiting, dynamic contentJs rendering
Handling JavaScript-heavy pages — rendering, waiting, dynamic content
Headless rendering
Interactive automation
Control the browser viewport width and height when rendering a page
—–
Openness — open source, data portability, and self-hosting storiesOpenness
Open source, data portability, and self-hosting stories
Output formats — stories about output formats in this arenaOutput formats
Stories about output formats in this arena
Pricing limits — free-tier ceilings, usage caps, and rate limits before you have to payPricing limits
Free-tier ceilings, usage caps, and rate limits before you have to pay
Cost optimization
Cost transparency
Trade off latency against completeness by controlling exactly when content is returned
✓8/10
The maximum concurrent sessions or requests allowed on my pricing tier and the cost to raise that cap
—0/10
Privacy posture — data-handling and privacy storiesPrivacy posture
Data-handling and privacy stories
Scale reliability — behavior under load — scaling limits, uptime, failure handlingScale reliability
Behavior under load — scaling limits, uptime, failure handling
Rely on adaptive crawling that automatically stops once enough information has been gathered to answer my query
~4/10
Batch processing
Spin up many concurrent scraping sessions to gather data at scale
~5/10
Configure the crawler to respect robots.txt rules and target-site rate limits automatically
—–
Resume a crashed deep crawl from a saved checkpoint instead of restarting from scratch
—–
Check a public status page showing uptime history and past incident postmortems before committing to the service
—0/10
Scheduling monitoring
Sorted by importance (agentic first) (high → low) · 96/96 stories · click a row’s chevron for the rationale and evidence
Drive the product through a documented public API G Agent access | ai-native user | Agenticness — how well agents can access and operate the productAgenticness | 3 | full± | 8/10 | Tprobed | |
Connect an agent via an official MCP server G Agent access | ai-native user | Agenticness — how well agents can access and operate the productAgenticness | 3 | full | 7/10 | Tprobed | |
Plug MCP servers into this product so it can use their tools G Agent access | ai-native user | Agenticness — how well agents can access and operate the productAgenticness | 3 | n/a | 0/10 | ||
The documented rate limit (requests per second or minute) enforced on my API key before throttling kicks in G Api quality | data-engineer | Agenticness — how well agents can access and operate the productAgenticness | 3 | none | 0/10 | ||
Delegate tasks to a built-in AI assistant inside the product G Agentic features | ai-native user | Agenticness — how well agents can access and operate the productAgenticness | 3 | none | untested | none yet | |
Apply a preset configuration tuned for research agents that returns structured, citable output C Agentic features | ai-native user | Agenticness — how well agents can access and operate the productAgenticness | 2 | full | 8/10 | Cclaimed | |
Operate the product with natural-language commands G Agentic features | ai-native user | Agenticness — how well agents can access and operate the productAgenticness | 2 | partial | 6/10 | Cclaimed | |
Run the product headlessly / in CI for automation G Agent access | ai-native user | Agenticness — how well agents can access and operate the productAgenticness | 2 | partial± | 6/10 | Xcommunity | |
Point an agent at llms.txt or agent-oriented docs G Agent access | ai-native user | Agenticness — how well agents can access and operate the productAgenticness | 2 | partial± | 5/10 | Tprobed | |
Build against official SDKs G Agent access | ai-native user | Agenticness — how well agents can access and operate the productAgenticness | 2 | none | 0/10 | ||
Download a machine-readable API spec (OpenAPI or equivalent) G Api quality | ai-native user | Agenticness — how well agents can access and operate the productAgenticness | 2 | none | 0/10 | ||
Explore an interactive API reference with runnable examples G Api quality | ai-native user | Agenticness — how well agents can access and operate the productAgenticness | 2 | none | 0/10 | ||
Rely on versioned APIs with a documented deprecation policy G Api quality | ai-native user | Agenticness — how well agents can access and operate the productAgenticness | 2 | none | 0/10 | ||
Get AI-generated insights and suggestions from my data inside the product G Agentic features | ai-native user | Agenticness — how well agents can access and operate the productAgenticness | 2 | none± | untested | none yet | |
Issue scoped/least-privilege API credentials for an agent G Agent access | ai-native user | Agenticness — how well agents can access and operate the productAgenticness | 2 | none | untested | none yet | |
Set up automations that run autonomously in the background G Agentic features | ai-native user | Agenticness — how well agents can access and operate the productAgenticness | 2 | none | untested | none yet | |
Subscribe to events via webhooks G Agent access | ai-native user | Agenticness — how well agents can access and operate the productAgenticness | 2 | none± | untested | none yet | |
Use an official CLI G Agent access | ai-native user | Agenticness — how well agents can access and operate the productAgenticness | 2 | none | untested | none yet | |
Test against a sandbox environment without touching production data G Api quality | ai-native user | Agenticness — how well agents can access and operate the productAgenticness | 1 | none | untested | none yet | |
Get clean LLM-ready text directly instead of dealing with blocking, rendering, and messy HTML myself C Llm ready output | ai-native user | Output formats — stories about output formats in this arenaOutput formats | 3 | full | 9/10 | Xcommunity | |
Receive scraped content as clean markdown instead of raw HTML C Content formats | developer | Output formats — stories about output formats in this arenaOutput formats | 3 | full | 9/10 | Cclaimed | |
Search the web and get full page content from results in a single call instead of just links and snippets C Search integration | developer | Extraction quality — how faithfully content is extracted — structure, fidelity, edge casesExtraction quality | 3 | full | 8/10 | Cclaimed | |
Self-host the core product G | ai-native user | Openness — open source, data portability, and self-hosting storiesOpenness | 3 | fullfree | 8/10 | Cclaimed | |
Route requests through a rotating pool of proxy IPs to avoid blocks C Proxy rotation | developer | Anti bot — getting past bot defenses — CAPTCHAs, fingerprinting, blocksAnti bot | 3 | full | 7/10 | Cclaimed | |
Use premium residential or datacenter proxies to bypass sites that are hard to scrape C Proxy rotation | developer | Anti bot — getting past bot defenses — CAPTCHAs, fingerprinting, blocksAnti bot | 3 | full | 7/10 | Cclaimed | |
Extract structured data from a page using natural language instructions instead of writing selectors C Ai extraction | developer | Extraction quality — how faithfully content is extracted — structure, fidelity, edge casesExtraction quality | 3 | partial | 6/10 | Cclaimed | |
Receive scraped content as structured JSON C Content formats | developer | Output formats — stories about output formats in this arenaOutput formats | 3 | partial | 6/10 | Cclaimed | |
Render JavaScript-heavy single-page applications and get the fully rendered HTML C Headless rendering | developer | Js rendering — handling JavaScript-heavy pages — rendering, waiting, dynamic contentJs rendering | 3 | partial | 6/10 | Xcommunity | |
Spin up many concurrent scraping sessions to gather data at scale C Concurrency | data-engineer | Scale reliability — behavior under load — scaling limits, uptime, failure handlingScale reliability | 3 | partialfree | 5/10 | Xcommunity | |
Extract specific fields from a page using CSS or XPath selector rules C Selector extraction | developer | Extraction quality — how faithfully content is extracted — structure, fidelity, edge casesExtraction quality | 3 | partial | 4/10 | Cclaimed | |
Scrape a web page with a single API call and get its raw HTML back C Basic scraping | developer | Extraction quality — how faithfully content is extracted — structure, fidelity, edge casesExtraction quality | 3 | none | 0/10 | ||
Script page interactions like clicking, filling inputs, and scrolling before content is returned C Interactive automation | developer | Js rendering — handling JavaScript-heavy pages — rendering, waiting, dynamic contentJs rendering | 3 | none | 0/10 | ||
Set a spending cap or usage alert so proxy/credit consumption doesn't silently blow past my budget G Cost transparency | developer | Pricing limits — free-tier ceilings, usage caps, and rate limits before you have to payPricing limits | 3 | none | 0/10 | ||
Use an undetected browser mode to bypass sophisticated bot detection systems C Block evasion | developer | Anti bot — getting past bot defenses — CAPTCHAs, fingerprinting, blocksAnti bot | 3 | none | 0/10 | ||
Whether exceeding my plan's monthly credit or request quota triggers overage charges or a hard cutoff G Cost transparency | developer | Pricing limits — free-tier ceilings, usage caps, and rate limits before you have to payPricing limits | 3 | none | 0/10 | ||
Batch scrape thousands of URLs asynchronously C Batch processing | data-engineer | Scale reliability — behavior under load — scaling limits, uptime, failure handlingScale reliability | 3 | none | untested | none yet | |
Crawl an entire website and get content from all its pages with one request C Site crawling | developer | Scale reliability — behavior under load — scaling limits, uptime, failure handlingScale reliability | 3 | none | untested | none yet | |
Define rules that trigger actions automatically on events G | ai-native user | Automation depth — how much of the product can run unattendedAutomation depth | 3 | none | untested | none yet | |
Export all of my data in open formats and leave G | ai-native user | Openness — open source, data portability, and self-hosting storiesOpenness | 3 | none | untested | none yet | |
Export my scraped data and job configurations in a portable format to migrate to another provider without lock-in C Migration lock in | developer | Dev experience — day-to-day developer experience — setup friction, docs, debugging, iteration speedDev experience | 3 | none | untested | none yet | |
Prevent my data from being used to train AI models G | ai-native user | Privacy posture — data-handling and privacy storiesPrivacy posture | 3 | none | untested | none yet | |
Choose exactly which output format is returned, such as markdown, HTML, text, or frontmatter C Content formats | developer | Output formats — stories about output formats in this arenaOutput formats | 2 | full | 9/10 | Cclaimed | |
Extract text content from PDFs, Word, Excel, and PowerPoint files without hosting them myself C Document extraction | data-engineer | Extraction quality — how faithfully content is extracted — structure, fidelity, edge casesExtraction quality | 2 | full | 8/10 | Cclaimed | |
Get automatic captions for images on a page so a text-only model can reason about visual content C Multimodal extraction | ai-native user | Extraction quality — how faithfully content is extracted — structure, fidelity, edge casesExtraction quality | 2 | full | 8/10 | Cclaimed | |
Pass a JSON schema so the API returns structured data matching that schema C Ai extraction | developer | Extraction quality — how faithfully content is extracted — structure, fidelity, edge casesExtraction quality | 2 | full | 8/10 | Cclaimed | |
Request semantically chunked output instead of one large content blob, so it feeds cleanly into a retrieval pipeline C Llm ready output | ai-native user | Output formats — stories about output formats in this arenaOutput formats | 2 | full | 8/10 | Cclaimed | |
Self-host an open-source version of the scraper instead of relying on a hosted cloud service C Deployment flexibility | developer | Dev experience — day-to-day developer experience — setup friction, docs, debugging, iteration speedDev experience | 2 | fullfree | 8/10 | Cclaimed | |
Do everything through the API that I can do in the UI G | ai-native user | Openness — open source, data portability, and self-hosting storiesOpenness | 2 | full | 7/10 | Cclaimed | |
Have an LLM read a page and decide what structured fields to pull out without pre-written selectors C Ai extraction | ai-native user | Extraction quality — how faithfully content is extracted — structure, fidelity, edge casesExtraction quality | 2 | full | 7/10 | Cclaimed | |
Deploy the scraping service via a Docker container for production use C Deployment flexibility | developer | Dev experience — day-to-day developer experience — setup friction, docs, debugging, iteration speedDev experience | 2 | partial | 6/10 | Cclaimed | |
Pass my own session cookies so the API fetches pages requiring authentication C Session persistence | developer | Js rendering — handling JavaScript-heavy pages — rendering, waiting, dynamic contentJs rendering | 2 | partial | 6/10 | Xcommunity | |
Read the product's source under an open license G | ai-native user | Openness — open source, data portability, and self-hosting storiesOpenness | 2 | partial | 6/10 | Cclaimed | |
Automatically retry through a chain of different proxies when anti-bot detection blocks a request C Block evasion | data-engineer | Anti bot — getting past bot defenses — CAPTCHAs, fingerprinting, blocksAnti bot | 2 | partial | 4/10 | Cclaimed | |
Perform bulk operations across many items at once G | ai-native user | Automation depth — how much of the product can run unattendedAutomation depth | 2 | partial | 4/10 | Cclaimed | |
Rely on adaptive crawling that automatically stops once enough information has been gathered to answer my query C Ai driven crawling | ai-native user | Scale reliability — behavior under load — scaling limits, uptime, failure handlingScale reliability | 2 | partial | 4/10 | Cclaimed | |
Have an agent automatically get past a CAPTCHA, login, or form wall without my manual intervention C Block evasion | ai-native user | Anti bot — getting past bot defenses — CAPTCHAs, fingerprinting, blocksAnti bot | 2 | partial | 3/10 | Cclaimed | |
Check a public status page showing uptime history and past incident postmortems before committing to the service G Operational transparency | data-engineer | Scale reliability — behavior under load — scaling limits, uptime, failure handlingScale reliability | 2 | none | 0/10 | ||
Have the API wait for a specific selector to appear before returning the rendered page C Headless rendering | developer | Js rendering — handling JavaScript-heavy pages — rendering, waiting, dynamic contentJs rendering | 2 | none | 0/10 | ||
Keep interacting with an already-scraped page, clicking and filling forms to reach content behind a login wall C Interactive automation | developer | Js rendering — handling JavaScript-heavy pages — rendering, waiting, dynamic contentJs rendering | 2 | none | 0/10 | ||
Let the API automatically pick the cheapest configuration that still succeeds C Cost optimization | developer | Pricing limits — free-tier ceilings, usage caps, and rate limits before you have to payPricing limits | 2 | none | 0/10 | ||
Plug in a local or self-hosted LLM as the extraction backend instead of a cloud-only model C Ai extraction | developer | Extraction quality — how faithfully content is extracted — structure, fidelity, edge casesExtraction quality | 2 | none | 0/10 | ||
Request a proxy from a specific country to get geolocation-appropriate content C Proxy rotation | developer | Anti bot — getting past bot defenses — CAPTCHAs, fingerprinting, blocksAnti bot | 2 | none | 0/10 | ||
Reuse a persistent browser profile with saved cookies and login state across multiple requests C Session persistence | developer | Js rendering — handling JavaScript-heavy pages — rendering, waiting, dynamic contentJs rendering | 2 | none | 0/10 | ||
Route multiple requests through the same proxy IP using a session identifier to maintain a consistent identity P Proxy rotation | developer | Anti bot — getting past bot defenses — CAPTCHAs, fingerprinting, blocksAnti bot | 2 | none | 0/10 | ||
Set how much reasoning effort an autonomous agent spends on a data-gathering task (low, medium, high) C Cost optimization | ai-native user | Pricing limits — free-tier ceilings, usage caps, and rate limits before you have to payPricing limits | 2 | none | 0/10 | ||
The maximum concurrent sessions or requests allowed on my pricing tier and the cost to raise that cap G Plan scale limits | data-engineer | Pricing limits — free-tier ceilings, usage caps, and rate limits before you have to payPricing limits | 2 | none | 0/10 | ||
Whether failed, blocked, or empty-result requests still consume my billing quota G Cost transparency | developer | Pricing limits — free-tier ceilings, usage caps, and rate limits before you have to payPricing limits | 2 | none | 0/10 | ||
Access a managed remote browser sandbox for interactive, manual browsing workflows C Interactive automation | developer | Js rendering — handling JavaScript-heavy pages — rendering, waiting, dynamic contentJs rendering | 2 | none | untested | none yet | |
Automatically detect and filter personally identifiable information out of scraped content before it reaches storage C Data safety | data-engineer | Extraction quality — how faithfully content is extracted — structure, fidelity, edge casesExtraction quality | 2 | none | untested | none yet | |
Build and deploy custom serverless scraping scripts on the platform without managing my own infrastructure C Deployment flexibility | developer | Dev experience — day-to-day developer experience — setup friction, docs, debugging, iteration speedDev experience | 2 | none | untested | none yet | |
Build scrapers using popular open-source automation libraries like Playwright, Puppeteer, Selenium, or Scrapy C Library compatibility | developer | Dev experience — day-to-day developer experience — setup friction, docs, debugging, iteration speedDev experience | 2 | none | untested | none yet | |
Capture a screenshot of a full page or a specific selected area C Visual capture | developer | Output formats — stories about output formats in this arenaOutput formats | 2 | none | untested | none yet | |
Choose where my data is stored (region/residency) G | ai-native user | Privacy posture — data-handling and privacy storiesPrivacy posture | 2 | none | untested | none yet | |
Configure the crawler to respect robots.txt rules and target-site rate limits automatically C Crawl compliance | data-engineer | Scale reliability — behavior under load — scaling limits, uptime, failure handlingScale reliability | 2 | none | untested | none yet | |
Connect the scraping API to no-code automation platforms like n8n or Zapier through a prebuilt connector C Integrations | developer | Dev experience — day-to-day developer experience — setup friction, docs, debugging, iteration speedDev experience | 2 | none | untested | none yet | |
Control data retention and deletion G | ai-native user | Privacy posture — data-handling and privacy storiesPrivacy posture | 2 | none | untested | none yet | |
Instantly discover all URLs on a website without fully crawling it C Site crawling | developer | Scale reliability — behavior under load — scaling limits, uptime, failure handlingScale reliability | 2 | none | untested | none yet | |
Monitor job performance, validate data quality, and receive alerts when something fails C Scheduling monitoring | data-engineer | Scale reliability — behavior under load — scaling limits, uptime, failure handlingScale reliability | 2 | none | untested | none yet | |
Monitor target pages for content changes, such as price or listing updates, and get notified as they happen C Scheduling monitoring | data-engineer | Scale reliability — behavior under load — scaling limits, uptime, failure handlingScale reliability | 2 | none | untested | none yet | |
Opt out of telemetry and usage tracking G | ai-native user | Privacy posture — data-handling and privacy storiesPrivacy posture | 2 | none | untested | none yet | |
Resume a crashed deep crawl from a saved checkpoint instead of restarting from scratch C Fault tolerance | data-engineer | Scale reliability — behavior under load — scaling limits, uptime, failure handlingScale reliability | 2 | none | untested | none yet | |
Run a deep crawl using a breadth-first strategy with a configurable maximum page limit C Site crawling | data-engineer | Scale reliability — behavior under load — scaling limits, uptime, failure handlingScale reliability | 2 | none | untested | none yet | |
Run a ready-made scraper from a marketplace instead of building one from scratch C Quickstart | developer | Dev experience — day-to-day developer experience — setup friction, docs, debugging, iteration speedDev experience | 2 | none | untested | none yet | |
Schedule recurring jobs or workflows G | ai-native user | Automation depth — how much of the product can run unattendedAutomation depth | 2 | none | untested | none yet | |
Schedule scraping jobs to run automatically at specific times C Scheduling monitoring | developer | Scale reliability — behavior under load — scaling limits, uptime, failure handlingScale reliability | 2 | none | untested | none yet | |
Share scrapers with teammates and manage organizations and role-based permissions P Collaboration | developer | Dev experience — day-to-day developer experience — setup friction, docs, debugging, iteration speedDev experience | 2 | none | untested | none yet | |
Trade off latency against completeness by controlling exactly when content is returned C Performance tuning | developer | Pricing limits — free-tier ceilings, usage caps, and rate limits before you have to payPricing limits | 1 | full | 8/10 | Cclaimed | |
Extract data from very large tables using intelligent chunking so it fits within processing limits C Structured data handling | data-engineer | Extraction quality — how faithfully content is extracted — structure, fidelity, edge casesExtraction quality | 1 | partial | 4/10 | Cclaimed | |
Apply different crawl configurations to different URL patterns within a single batch job C Batch processing | developer | Scale reliability — behavior under load — scaling limits, uptime, failure handlingScale reliability | 1 | none | untested | none yet | |
Block ads on the target page to speed up scraping requests C Cost optimization | developer | Pricing limits — free-tier ceilings, usage caps, and rate limits before you have to payPricing limits | 1 | none | untested | none yet | |
Block images and CSS resources by default to reduce bandwidth and speed up requests C Cost optimization | developer | Pricing limits — free-tier ceilings, usage caps, and rate limits before you have to payPricing limits | 1 | none | untested | none yet | |
Control the browser viewport width and height when rendering a page C Render configuration | developer | Js rendering — handling JavaScript-heavy pages — rendering, waiting, dynamic contentJs rendering | 1 | none | untested | none yet | |
Monitor live system metrics and worker/browser pool status through a real-time dashboard C Scheduling monitoring | developer | Scale reliability — behavior under load — scaling limits, uptime, failure handlingScale reliability | 1 | none | untested | none yet | |
Publish my custom scraper to a public marketplace and earn revenue when others use it P Quickstart | developer | Dev experience — day-to-day developer experience — setup friction, docs, debugging, iteration speedDev experience | 1 | none | untested | none yet | |
Start building immediately using a library of ready-made project templates C Quickstart | developer | Dev experience — day-to-day developer experience — setup friction, docs, debugging, iteration speedDev experience | 1 | none | untested | none yet | |
Version, review, and roll back my automations G | ai-native user | Automation depth — how much of the product can run unattendedAutomation depth | 1 | n/a | untested | none yet |
Opportunities — the stories that would move this product's scores, from its own judged verdictsOpportunitiestop 8 of 76 stories with headroom
What would move Jina Reader’s scores — derived from its own judged verdicts, biggest headroom first. Each line quotes what the judge found missing; shipping it (or evidencing it publicly) is the fix.
Agenticness — how well agents can access and operate the productDelegate tasks to a built-in AI assistant inside the product
nonemoves Built-in AIimpact 45
The axis applies to this product kind (peer products hold positive or none verdicts on this story), so lack of evidence for an applicable capability is "none", never "na".
Agenticness — how well agents can access and operate the productThe documented rate limit (requests per second or minute) enforced on my API key before throttling kicks in
nonemoves API qualityimpact 45
Community evidence explicitly states the website does not mention an API rate limit, and probes for API spec/docs (openapi, llms.txt) return 404s, so no documented RPS/RPM throttling threshold is available.
Automation depth — how much of the product can run unattendedDefine rules that trigger actions automatically on events
nonemoves PA Scoreimpact 30
The axis applies to this product kind (peer products hold positive or none verdicts on this story), so lack of evidence for an applicable capability is "none", never "na".
Scale reliability — behavior under load — scaling limits, uptime, failure handlingBatch scrape thousands of URLs asynchronously
nonemoves PA Scoreimpact 30
Evidence covers single-URL conversion, search-based fetching, proxy rotation, and format options, but nothing documents a batch/bulk endpoint, job queue, or async processing pipeline for thousands of URLs at once.
Pricing limits — free-tier ceilings, usage caps, and rate limits before you have to payWhether exceeding my plan's monthly credit or request quota triggers overage charges or a hard cutoff
nonemoves PA Scoreimpact 30
No evidence describes what happens when a plan's monthly credit/request quota is exceeded — no mention of overage billing or hard cutoff behavior; community commentary even notes the site doesn't document API limits at all.
Dev experience — day-to-day developer experience — setup friction, docs, debugging, iteration speedExport my scraped data and job configurations in a portable format to migrate to another provider without lock-in
nonemoves PA Scoreimpact 30
Missing: export/download of scraped data sets, job configuration export, migration tooling or documentation.
Scale reliability — behavior under load — scaling limits, uptime, failure handlingCrawl an entire website and get content from all its pages with one request
nonemoves PA Scoreimpact 30
Jina Reader's evidence describes converting single URLs to LLM-friendly text and a search-then-fetch-top-5 mode, but there is no evidence of a whole-site crawl feature that traverses all pages of a domain in one request.
Openness — open source, data portability, and self-hosting storiesExport all of my data in open formats and leave
nonemoves PA Scoreimpact 30
The axis applies to this product kind (peer products hold positive or none verdicts on this story), so lack of evidence for an applicable capability is "none", never "na".
Showing the top 8 of 76 — every none/partial verdict in the story verdicts table is headroom.
Think a verdict is wrong? Every verdicts-table row has a Flag link — see the methodology.
Coverage map — which docs area, API section, or community source covers which judged storiesCoverage map5 surfaces · 34 covered stories
Where the cited evidence behind each covered verdict came from — the same citations the verdicts table shows, no extra judging.
GitHub README30 stories
- Point an agent at llms.txt or agent-oriented docs
- Run the product headlessly / in CI for automation
- Connect an agent via an official MCP server
- Drive the product through a documented public API
- Operate the product with natural-language commands
- Apply a preset configuration tuned for research agents that returns structured, citable output
- Have an agent automatically get past a CAPTCHA, login, or form wall without my manual intervention
- Automatically retry through a chain of different proxies when anti-bot detection blocks a request
- Use premium residential or datacenter proxies to bypass sites that are hard to scrape
- Route requests through a rotating pool of proxy IPs to avoid blocks
- Perform bulk operations across many items at once
- Deploy the scraping service via a Docker container for production use
- Self-host an open-source version of the scraper instead of relying on a hosted cloud service
- Have an LLM read a page and decide what structured fields to pull out without pre-written selectors
- Extract text content from PDFs, Word, Excel, and PowerPoint files without hosting them myself
- Get automatic captions for images on a page so a text-only model can reason about visual content
- Search the web and get full page content from results in a single call instead of just links and snippets
- Extract data from very large tables using intelligent chunking so it fits within processing limits
- Render JavaScript-heavy single-page applications and get the fully rendered HTML
- Do everything through the API that I can do in the UI
- Read the product's source under an open license
- Self-host the core product
- Receive scraped content as clean markdown instead of raw HTML
- Choose exactly which output format is returned, such as markdown, HTML, text, or frontmatter
- Receive scraped content as structured JSON
- Get clean LLM-ready text directly instead of dealing with blocking, rendering, and messy HTML myself
- Request semantically chunked output instead of one large content blob, so it feeds cleanly into a retrieval pipeline
- Trade off latency against completeness by controlling exactly when content is returned
- Rely on adaptive crawling that automatically stops once enough information has been gathered to answer my query
- Spin up many concurrent scraping sessions to gather data at scale
Reader docs16 stories
- Drive the product through a documented public API
- Operate the product with natural-language commands
- Apply a preset configuration tuned for research agents that returns structured, citable output
- Have an agent automatically get past a CAPTCHA, login, or form wall without my manual intervention
- Extract structured data from a page using natural language instructions instead of writing selectors
- Pass a JSON schema so the API returns structured data matching that schema
- Have an LLM read a page and decide what structured fields to pull out without pre-written selectors
- Extract text content from PDFs, Word, Excel, and PowerPoint files without hosting them myself
- Search the web and get full page content from results in a single call instead of just links and snippets
- Extract specific fields from a page using CSS or XPath selector rules
- Render JavaScript-heavy single-page applications and get the fully rendered HTML
- Pass my own session cookies so the API fetches pages requiring authentication
- Do everything through the API that I can do in the UI
- Receive scraped content as clean markdown instead of raw HTML
- Receive scraped content as structured JSON
- Get clean LLM-ready text directly instead of dealing with blocking, rendering, and messy HTML myself
Hacker News5 stories
- Run the product headlessly / in CI for automation
- Render JavaScript-heavy single-page applications and get the fully rendered HTML
- Pass my own session cookies so the API fetches pages requiring authentication
- Get clean LLM-ready text directly instead of dealing with blocking, rendering, and messy HTML myself
- Spin up many concurrent scraping sessions to gather data at scale
llms.txt2 stories
Claims vs evidence — vendor claims reconciled against independent verdictsClaims vs evidence
2 of 14 testable claims verified · 0 contradicted → integrity 14/100
13 distinct capability claims found in Jina Reader’s own claimed-docs/GitHub materials, reconciled against our judge’s independent verdicts.
2
Verified
12
Unverified
0
Contradicted
20
Undersold
Verified (2)
“Converts any URL into clean, LLM-friendly text via a simple prefix API call”
Get clean LLM-ready text directly instead of dealing with blocking, rendering, and messy HTML myselffullproof ↗
“Can forward user-supplied session cookies when fetching a URL to access authenticated pages”
Pass my own session cookies so the API fetches pages requiring authenticationpartialproof ↗
Unverified (12)
“Acts as a web search engine that fetches and returns full content of top results, not just links”
Search the web and get full page content from results in a single call instead of just links and snippetsfullproof ↗
“Accepts PDF and MS Office (Word/Excel/PowerPoint) files posted directly for text extraction, no hosting required”
Extract text content from PDFs, Word, Excel, and PowerPoint files without hosting them myselffullproof ↗
“Automatically captions images lacking alt text using a vision-language model so text-only models can understand them”
Get automatic captions for images on a page so a text-only model can reason about visual contentfullproof ↗
“Lets caller choose output format (e.g. Markdown with YAML frontmatter) via a header”
Choose exactly which output format is returned, such as markdown, HTML, text, or frontmatterfullproof ↗
“Provides a preset bundle tuned for research agents returning structured, citable output”
Apply a preset configuration tuned for research agents that returns structured, citable outputfullproof ↗
“Allows controlling when the response is returned, trading off latency against completeness”
Trade off latency against completeness by controlling exactly when content is returnedfullproof ↗
“Ships a prebuilt Docker image bundling headless Chrome, LibreOffice, and CJK fonts for easy self-hosting”
Deploy the scraping service via a Docker container for production usepartialproof ↗
“Ships a prebuilt Docker image bundling headless Chrome, LibreOffice, and CJK fonts for easy self-hosting”
Self-host an open-source version of the scraper instead of relying on a hosted cloud servicefullproof ↗
“Hosted proxy option rotates residential/datacenter IPs and automatically handles anti-bot challenges”
Route requests through a rotating pool of proxy IPs to avoid blocksfullproof ↗
“Supports opt-in semantic chunking of markdown output, returning an array of chunks instead of one blob”
Request semantically chunked output instead of one large content blob, so it feeds cleanly into a retrieval pipelinefullproof ↗
“Supports extracting specific fields from a page via a JSON schema definition using ReaderLM-v2”
Pass a JSON schema so the API returns structured data matching that schemafullproof ↗
“Supports extracting specific fields from a page via natural-language instructions using ReaderLM-v2”
Extract structured data from a page using natural language instructions instead of writing selectorspartialproof ↗
Undersold (20)
Point an agent at llms.txt or agent-oriented docspartialproof ↗
Run the product headlessly / in CI for automationpartialproof ↗
Drive the product through a documented public APIfullproof ↗
Operate the product with natural-language commandspartialproof ↗
Have an agent automatically get past a CAPTCHA, login, or form wall without my manual interventionpartialproof ↗
Automatically retry through a chain of different proxies when anti-bot detection blocks a requestpartialproof ↗
Use premium residential or datacenter proxies to bypass sites that are hard to scrapefullproof ↗
Perform bulk operations across many items at oncepartialproof ↗
Have an LLM read a page and decide what structured fields to pull out without pre-written selectorsfullproof ↗
Extract specific fields from a page using CSS or XPath selector rulespartialproof ↗
Extract data from very large tables using intelligent chunking so it fits within processing limitspartialproof ↗
Render JavaScript-heavy single-page applications and get the fully rendered HTMLpartialproof ↗
Do everything through the API that I can do in the UIfullproof ↗
Read the product's source under an open licensepartialproof ↗
Receive scraped content as clean markdown instead of raw HTMLfullproof ↗
Rely on adaptive crawling that automatically stops once enough information has been gathered to answer my querypartialproof ↗
Spin up many concurrent scraping sessions to gather data at scalepartialproof ↗
Pricing signals
Checked 2026-09-07. We never estimate a price we didn’t extract.
Business model
The r.jina.ai Reader API is free with rate limits; Jina AI monetizes via shared prepaid token credits across its paid AI APIs.
pricing ↗Score trend
How this product’s scores have moved as evidence and verdicts are re-derived — a point per change, not per day.
Flag
⚑ Flag a verdictThink a verdict is wrong? Opens a prefilled GitHub issue — or use the ⚑ next to any verdict above.
For agents
