AgentFriendly
Check whether AI agents can reliably discover, read, and accurately recommend your site. This is not an SEO ranking tool.
What it is
A deterministic website scanner focused on crawlability, renderability, structure, and semantics.
Who it is for
Product teams, technical marketers, and docs owners shipping public websites.
How it works
We fetch raw HTML, inspect headings and structured data, crawl key pages, and compute weighted scores with explainable deductions.
Why this matters now
AI agents increasingly answer questions about products before users visit the source website. If your site isn't structured for machine reading, agents will guess — or recommend a competitor that is.
AgentFriendly identifies where your crawl controls, rendering approach, content structure, and metadata prevent agents from accurately representing your product.
Limits and constraints
The MVP uses heuristic checks and may miss edge cases; optional Playwright comparison is feature flagged.
Run scan
Checks crawlability, renderability, structure, and semantics.