Install
npm install -g apify-cliShowcase


Verified integrations
Connections to other tracked products — hover a chip for the verbatim evidence quote behind it.
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
Follow the green: where the map greys out is where Apify 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
✓9/10
unlocks → Webhooks · Scoped API keys · Versioning policy · API sandbox · Apply a preset configuration tuned for research agents that returns structured, citable output · The documented rate limit (requests per second or minute) enforced on my API key before throttling kicks in
Subscribe to events via webhooks
—0/10
Build against official SDKs
✓8/10
Issue scoped/least-privilege API credentials for an agent
—–
Connect an agent via an official MCP server
✓8/10
Download a machine-readable API spec (OpenAPI or equivalent)
✓9/10
Rely on versioned APIs with a documented deprecation policy
—–
Test against a sandbox environment without touching production data
—–
Explore an interactive API reference with runnable examples
~6/10
Agentic features
Delegate tasks to a built-in AI assistant inside the product
—0/10
Operate the product with natural-language commands
~6/10
Plug MCP servers into this product so it can use their tools
—0/10
Get AI-generated insights and suggestions from my data inside the product
—–
Set up automations that run autonomously in the background
✓8/10
Apply a preset configuration tuned for research agents that returns structured, citable output
—–
The documented rate limit (requests per second or minute) enforced on my API key before throttling kicks in
—–
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
~6/10
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
✓8/10
Export my scraped data and job configurations in a portable format to migrate to another provider without lock-in
—0/10
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
~4/10
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
—–
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 specific fields from a page using CSS or XPath selector rules
~3/10
Extract data from very large tables using intelligent chunking so it fits within processing limits
—–
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
—–
The maximum concurrent sessions or requests allowed on my pricing tier and the cost to raise that cap
—–
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
—–
Batch processing
Spin up many concurrent scraping sessions to gather data at scale
~6/10
Configure the crawler to respect robots.txt rules and target-site rate limits automatically
—0/10
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
—–
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 | 9/10 | 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 | 8/10 | Tprobed | |
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± | 0/10 | ||
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 | none | 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 | untested | none yet | |
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 | full | 9/10 | Tprobed | |
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 | full | 9/10 | Tprobed | |
Build against official SDKs G Agent access | ai-native user | Agenticness — how well agents can access and operate the productAgenticness | 2 | full | 8/10 | Tprobed | |
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 | full | 8/10 | Tprobed | |
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 | full | 8/10 | Tprobed | |
Use an official CLI G Agent access | ai-native user | Agenticness — how well agents can access and operate the productAgenticness | 2 | full | 8/10 | Tprobed | |
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 | partial | 6/10 | Tprobed | |
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 | Tprobed | |
Subscribe to events via webhooks G Agent access | ai-native user | Agenticness — how well agents can access and operate the productAgenticness | 2 | none | 0/10 | ||
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 | none | untested | none yet | |
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 | |
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 | 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 | |
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 | 8/10 | 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 | 8/10 | Cclaimed | |
Batch scrape thousands of URLs asynchronously C Batch processing | data-engineer | Scale reliability — behavior under load — scaling limits, uptime, failure handlingScale reliability | 3 | partial | 6/10 | Tprobed | |
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 | partial | 6/10 | Tprobed | |
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 | partial | 6/10 | Tprobed | |
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 | |
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 | partial | 6/10 | Cclaimed | |
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 | partial | 6/10 | Cclaimed | |
Define rules that trigger actions automatically on events G | ai-native user | Automation depth — how much of the product can run unattendedAutomation depth | 3 | partial | 5/10 | Cclaimed | |
Export all of my data in open formats and leave G | ai-native user | Openness — open source, data portability, and self-hosting storiesOpenness | 3 | partial | 4/10 | Tprobed | |
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 | partial | 4/10 | Tprobed | |
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 | 3/10 | Cclaimed | |
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 | 0/10 | ||
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 | 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 | |
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 | none | untested | none yet | |
Receive scraped content as structured JSON C Content formats | developer | Output formats — stories about output formats in this arenaOutput formats | 3 | none | untested | none yet | |
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 | none | untested | none yet | |
Self-host the core product G | ai-native user | Openness — open source, data portability, and self-hosting storiesOpenness | 3 | none | untested | none yet | |
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 | untested | none yet | |
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 | untested | none yet | |
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 | 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 | full | 8/10 | Tprobed | |
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 | full | 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 | 8/10 | Tprobed | |
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 | full | 8/10 | Tprobed | |
Schedule recurring jobs or workflows G | ai-native user | Automation depth — how much of the product can run unattendedAutomation depth | 2 | full | 8/10 | Tprobed | |
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 | full | 8/10 | Tprobed | |
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 | full | 7/10 | 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 | 6/10 | Tprobed | |
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 | 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 | 5/10 | Cclaimed | |
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 | partial | 5/10 | Cclaimed | |
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 | partial | 5/10 | Cclaimed | |
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 | partial | 5/10 | Cclaimed | |
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 | 0/10 | ||
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 | 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 | ||
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 | 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 | |
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 | |
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 | 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 | 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 | |
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 | |
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 | none | untested | none yet | |
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 | none | untested | none yet | |
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 | none | untested | none yet | |
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 | none | untested | none yet | |
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 | 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 | |
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 | 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 | |
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 | none | untested | none yet | |
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 | none | untested | none yet | |
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 | untested | none yet | |
Read the product's source under an open license G | ai-native user | Openness — open source, data portability, and self-hosting storiesOpenness | 2 | none | untested | none yet | |
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 | none | untested | none yet | |
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 | 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 | |
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 | 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 | |
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 | untested | none yet | |
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 | untested | none yet | |
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 | 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 | full | 8/10 | Cclaimed | |
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 | partial | 5/10 | Tprobed | |
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 | 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 | |
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 | 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 | 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 | none | untested | none yet |
Opportunities — the stories that would move this product's scores, from its own judged verdictsOpportunitiestop 8 of 78 stories with headroom
What would move Apify’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
Evidence shows Apify exposes an MCP server so external AI agents can call Apify's Actors, but there is no mention of a built-in AI assistant inside the Apify product itself that users can delegate tasks to.
Agenticness — how well agents can access and operate the productPlug MCP servers into this product so it can use their tools
nonemoves agent-readyimpact 45
All MCP evidence (apify-docs-10, apify-probe-3) describes Apify exposing its own Actors via an MCP server so external AI agents can use Apify's tools — i.e., Apify acting as an MCP server provider, not as a client that plugs in third-party MCP servers to use their tools.
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
No evidence pack item documents specific rate-limit numbers (requests per second/minute) for the Apify API; only general docs, CLI, MCP, and community sentiment are present, with no mention of throttling thresholds per API key.
Extraction quality — how faithfully content is extracted — structure, fidelity, edge casesExtract structured data from a page using natural language instructions instead of writing selectors
nonemoves PA Scoreimpact 30
No evidence of a natural-language-to-extraction feature; Apify's documented capabilities center on Actors, crawlers, CLI, MCP integration and marketplace, not AI-driven selector-free extraction from prompts.
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
Missing: any pricing/billing docs on overage policy, quota enforcement behavior, or account throttling upon limit breach.
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
Evidence shows Apify's CLI, API, and docs for migrating projects INTO Apify (apify-docs-11) but nothing about exporting scraped data or job configurations in a portable format to move AWAY from Apify to another provider; Actors/tasks are platform-specific constructs with no documented export-for-migration path.
Output formats — stories about output formats in this arenaReceive scraped content as clean markdown instead of raw HTML
nonemoves PA Scoreimpact 30
No evidence in the pack mentions markdown output or content-format conversion capabilities for scraped data; docs references cover Actors, CLI, MCP, scheduling, proxies, etc., but nothing about clean markdown vs raw HTML output.
Openness — open source, data portability, and self-hosting storiesSelf-host the core product
nonemoves PA Scoreimpact 30
Apify is a cloud SaaS platform; evidence shows Actor development, CLI, MCP server, and marketplace features but no evidence of an open-source self-hostable core platform or on-premise deployment option.
Showing the top 8 of 78 — 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 map7 surfaces · 38 covered stories
Where the cited evidence behind each covered verdict came from — the same citations the verdicts table shows, no extra judging.
docs.apify.com33 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
- Use an official CLI
- Drive the product through a documented public API
- Build against official SDKs
- Set up automations that run autonomously in the background
- Operate the product with natural-language commands
- Explore an interactive API reference with runnable examples
- Automatically retry through a chain of different proxies when anti-bot detection blocks a request
- Request a proxy from a specific country to get geolocation-appropriate content
- 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
- Define rules that trigger actions automatically on events
- Schedule recurring jobs or workflows
- Share scrapers with teammates and manage organizations and role-based permissions
- Build and deploy custom serverless scraping scripts on the platform without managing my own infrastructure
- Build scrapers using popular open-source automation libraries like Playwright, Puppeteer, Selenium, or Scrapy
- Publish my custom scraper to a public marketplace and earn revenue when others use it
- Run a ready-made scraper from a marketplace instead of building one from scratch
- Start building immediately using a library of ready-made project templates
- Keep interacting with an already-scraped page, clicking and filling forms to reach content behind a login wall
- Script page interactions like clicking, filling inputs, and scrolling before content is returned
- Do everything through the API that I can do in the UI
- Export all of my data in open formats and leave
- Get clean LLM-ready text directly instead of dealing with blocking, rendering, and messy HTML myself
- Batch scrape thousands of URLs asynchronously
- Spin up many concurrent scraping sessions to gather data at scale
- Monitor target pages for content changes, such as price or listing updates, and get notified as they happen
- Monitor job performance, validate data quality, and receive alerts when something fails
- Monitor live system metrics and worker/browser pool status through a real-time dashboard
- Schedule scraping jobs to run automatically at specific times
CLI docs16 stories
- Run the product headlessly / in CI for automation
- Use an official CLI
- Drive the product through a documented public API
- Build against official SDKs
- Set up automations that run autonomously in the background
- Operate the product with natural-language commands
- Download a machine-readable API spec (OpenAPI or equivalent)
- Perform bulk operations across many items at once
- Schedule recurring jobs or workflows
- Build and deploy custom serverless scraping scripts on the platform without managing my own infrastructure
- Start building immediately using a library of ready-made project templates
- Scrape a web page with a single API call and get its raw HTML back
- Do everything through the API that I can do in the UI
- Export all of my data in open formats and leave
- Batch scrape thousands of URLs asynchronously
- Schedule scraping jobs to run automatically at specific times
apify.com15 stories
- Build against official SDKs
- Use premium residential or datacenter proxies to bypass sites that are hard to scrape
- Perform bulk operations across many items at once
- Build and deploy custom serverless scraping scripts on the platform without managing my own infrastructure
- Build scrapers using popular open-source automation libraries like Playwright, Puppeteer, Selenium, or Scrapy
- Publish my custom scraper to a public marketplace and earn revenue when others use it
- Run a ready-made scraper from a marketplace instead of building one from scratch
- Start building immediately using a library of ready-made project templates
- Scrape a web page with a single API call and get its raw HTML back
- Extract specific fields from a page using CSS or XPath selector rules
- Render JavaScript-heavy single-page applications and get the fully rendered HTML
- Keep interacting with an already-scraped page, clicking and filling forms to reach content behind a login wall
- Script page interactions like clicking, filling inputs, and scrolling before content is returned
- Spin up many concurrent scraping sessions to gather data at scale
- Crawl an entire website and get content from all its pages with one request
API reference11 stories
- Point an agent at llms.txt or agent-oriented docs
- Run the product headlessly / in CI for automation
- Drive the product through a documented public API
- Build against official SDKs
- Explore an interactive API reference with runnable examples
- Download a machine-readable API spec (OpenAPI or equivalent)
- Perform bulk operations across many items at once
- Scrape a web page with a single API call and get its raw HTML back
- Do everything through the API that I can do in the UI
- Export all of my data in open formats and leave
- Crawl an entire website and get content from all its pages with one request
Platform docs7 stories
- Point an agent at llms.txt or agent-oriented docs
- Connect an agent via an official MCP server
- Build against official SDKs
- Operate the product with natural-language commands
- Download a machine-readable API spec (OpenAPI or equivalent)
- Do everything through the API that I can do in the UI
- Get clean LLM-ready text directly instead of dealing with blocking, rendering, and messy HTML myself
llms.txt6 stories
- Point an agent at llms.txt or agent-oriented docs
- Operate the product with natural-language commands
- Run a ready-made scraper from a marketplace instead of building one from scratch
- Do everything through the API that I can do in the UI
- Get clean LLM-ready text directly instead of dealing with blocking, rendering, and messy HTML myself
- Crawl an entire website and get content from all its pages with one request
Hacker News4 stories
Claims vs evidence — vendor claims reconciled against independent verdictsClaims vs evidence
7 of 13 testable claims verified · 0 contradicted → integrity 54/100
12 distinct capability claims found in Apify’s own claimed-docs/GitHub materials, reconciled against our judge’s independent verdicts.
7
Verified
6
Unverified
0
Contradicted
25
Undersold
Verified (7)
“Build and deploy your own custom Actor (serverless scraper) on the platform”
Build and deploy custom serverless scraping scripts on the platform without managing my own infrastructurefullproof ↗
“Provides software toolkits/SDKs for developing new Actors”
“Control the platform from a terminal or shell scripts via official CLI”
“Automatically start Actors and saved tasks on a schedule”
Schedule scraping jobs to run automatically at specific timesfullproof ↗
“Automatically start Actors and saved tasks on a schedule”
“Discover and use Actors with AI agents/LLMs via an official MCP server”
“Marketplace containing tens of thousands of ready-made Actors”
Run a ready-made scraper from a marketplace instead of building one from scratchfullproof ↗
Unverified (6)
“Supports building scrapers with Python, JavaScript, Playwright, Puppeteer, Selenium, Scrapy, and Crawlee”
Build scrapers using popular open-source automation libraries like Playwright, Puppeteer, Selenium, or Scrapyfullproof ↗
“Publish Actors to a public marketplace and earn passive income from usage”
Publish my custom scraper to a public marketplace and earn revenue when others use itfullproof ↗
“Monitor Actor performance, validate data quality, and receive alerts”
Monitor job performance, validate data quality, and receive alerts when something failsfullproof ↗
“Avoid blocking by smartly rotating datacenter and residential proxy IP addresses”
Route requests through a rotating pool of proxy IPs to avoid blocksfullproof ↗
“Avoid blocking by smartly rotating datacenter and residential proxy IP addresses”
Use premium residential or datacenter proxies to bypass sites that are hard to scrapefullproof ↗
“Share Actors with others and manage organizations and permissions”
Share scrapers with teammates and manage organizations and role-based permissionspartialproof ↗
Undersold (25)
Point an agent at llms.txt or agent-oriented docsfullproof ↗
Run the product headlessly / in CI for automationfullproof ↗
Drive the product through a documented public APIfullproof ↗
Set up automations that run autonomously in the backgroundfullproof ↗
Operate the product with natural-language commandspartialproof ↗
Explore an interactive API reference with runnable examplespartialproof ↗
Download a machine-readable API spec (OpenAPI or equivalent)fullproof ↗
Automatically retry through a chain of different proxies when anti-bot detection blocks a requestpartialproof ↗
Request a proxy from a specific country to get geolocation-appropriate contentpartialproof ↗
Perform bulk operations across many items at oncepartialproof ↗
Define rules that trigger actions automatically on eventspartialproof ↗
Start building immediately using a library of ready-made project templatespartialproof ↗
Scrape a web page with a single API call and get its raw HTML backpartialproof ↗
Extract specific fields from a page using CSS or XPath selector rulespartialproof ↗
Render JavaScript-heavy single-page applications and get the fully rendered HTMLpartialproof ↗
Keep interacting with an already-scraped page, clicking and filling forms to reach content behind a login wallpartialproof ↗
Script page interactions like clicking, filling inputs, and scrolling before content is returnedpartialproof ↗
Do everything through the API that I can do in the UIfullproof ↗
Export all of my data in open formats and leavepartialproof ↗
Get clean LLM-ready text directly instead of dealing with blocking, rendering, and messy HTML myselfpartialproof ↗
Spin up many concurrent scraping sessions to gather data at scalepartialproof ↗
Monitor target pages for content changes, such as price or listing updates, and get notified as they happenpartialproof ↗
Monitor live system metrics and worker/browser pool status through a real-time dashboardpartialproof ↗
Crawl an entire website and get content from all its pages with one requestpartialproof ↗
Claims outside our story set (1)
Real capability claims found in Apify’s own materials, but no story in this arena’s taxonomy covers them yet — that’s feedback on the taxonomy, not a mark against the product.
“Guidance for migrating existing projects onto the Apify platform”
source ↗
Pricing signals
- $19per month (entry plan)entry planStarter plan: $19/month + pay-as-you-go, includes $19 prepaid platform usage credit (compute units at $0.2/CU, proxies, storage, etc.)source ↗as of 2026-09-07
Extracted verbatim from the vendor’s own pricing page — hover a figure for the exact quote.
Business model
Subscription/credit platform pricing (Free to Business) for compute, plus a revenue share on third-party Actors sold in Apify Store.
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
Agent surface uptime llms.txt 100% · openapi.json 100% (30d, checked every 6h since Sep 8 '26)
