Docs to markdown
Use when an agent needs documentation, guides, or public pages prepared for RAG or tool context.
Firecrawl observed
ScrapingBee observed
Public soft launch
Web data APIs for AI agents, compared by workflow fit and small hands-on tests
Agent API Atlas is a practical comparison guide for builders deciding which web data API to try for a specific agent workflow.
Start with the job: documentation ingestion, single-page fetches, JavaScript rendering, structured extraction, or pricing-page monitoring. Vendor notes come after the workflow fit and evidence level.
Start With The Workflow
Single public page fetch
Use when the first test is fetching one public URL and checking whether the output is readable.
Small tests exist
Not benchmarked
JS-heavy pages
Use when content depends on browser rendering, screenshots, or page interaction.
ZenRows candidate
Not tested
Structured extraction
Use when the agent needs fields, tables, or repeatable extraction instead of plain page text.
Needs follow-up
Evidence gap
Current Vendor Readiness
Firecrawl
Consider first for docs/site-to-markdown workflows.
Observed in small internal tests
Table caveat
ScrapingBee
Consider for managed public page extraction and later JS/rendering tests.
Observed in one small test
JS not tested
ZenRows
Evaluate rendering-oriented workflows later; ZR-1 only confirms a basic public-docs fetch with raw output.
Observed
Raw output caveat
Scrape.do
Keep as an API-focused candidate with one basic fetch test and partner terms still needing confirmation.
Observed
Raw output caveat
Why this guide exists
AI agents often need web data, but vendor comparisons usually mix different jobs: crawling docs, fetching one page, rendering JavaScript, extracting fields, taking screenshots, using proxies, and preparing content for LLM workflows.
Agent API Atlas starts narrower. We compare a small cohort by practical workflow fit and show what has been officially confirmed, what was observed in small internal tests, and what remains unverified.
Trust Boundary
This is not a bypass guide, legal advice, or production benchmark. We separate official vendor facts, small tests, inferred workflow fit, and unverified claims.
No public affiliate links
No referral / tracking links
No benchmark claims
New Decision Guides
Firecrawl vs ScrapingBee
Compare docs-to-markdown and agent context workflows against broader managed scraping API needs.
Firecrawl alternatives for AI agents
Map alternatives by workflow fit instead of treating every scraping API as interchangeable.
Best web data API for AI agents?
Start with the job: markdown, rendering, extraction, screenshots, or pricing-page monitoring.
Public Launch Gate
This soft launch is indexable and still uses only official citation links. Affiliate backend gaps do not block a no-affiliate launch.
Affiliate links: not allowed yet.
Search indexing: allowed for soft launch.
Analytics: Cloudflare Web Analytics enabled.
Production claims: not allowed.