Observe public evidence
The scan requests the homepage, missing paths, robots.txt, sitemap.xml, trust pages, and advertised developer interfaces.
All free tools
Free public scan
See whether an agent can discover, read, and use your public site.
Get a 0–100 readiness score with the HTTP evidence behind every check. The scan covers recoverable 404s, server-rendered content, crawler policy, Markdown, OpenAPI, structured errors, Model Context Protocol (MCP), metadata, and trust pages.
Transparent method
The evidence matters more than the score.
Essential checks contribute 80 points. Recommended interfaces contribute 20 points. A check that does not apply is excluded before the tier score is calculated.
Apply interface checks only when relevant
API and Model Context Protocol checks affect the score only when the site advertises those interfaces or publishes a machine-readable contract.
Show the next repair
Each failed or partial check includes the observed response and one direct recommendation. Failures appear before warnings.
80
Essential access
Homepage reachability, raw HTML content, real 404 behavior, crawler policy, sitemap, Markdown negotiation, and applicable API controls.
20
Recommended interfaces
Developer discovery, OpenAPI schema quality, function calling, MCP, onboarding, content efficiency, metadata, structured identity, and trust pages.
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Not scored
Search-engine brand position needs an external index. The public HTTP scan reports the limitation and does not invent a result.
Track the next change
A snapshot finds the gap. Monitoring shows whether the fix holds.
Create an account to connect a shop, monitor AI visibility, and route follow-up work.