Is Your Site Invisible to AI? Find Out.
Audit any URL across AI crawler access, content discoverability, structured data, agent-protocol readiness, and content signals. Free instant score + a sample of findings; the full 55-check report and fixes are available to members (invite-only) — request access.
Vendor-neutral
How it works
Three steps. About fifteen seconds.
Paste your URL
Any public site. We fetch your homepage, robots.txt, llms.txt, sitemap, and the agent-protocol well-known endpoints — concurrently.
55 checks run
Crawler access, discoverability, structured data, agent protocols, content signals. Each is pass / warn / fail with a weight.
Score + sample
A 0-100 readiness score per category and an overall band — free — with a sample of findings. Request access for the full breakdown and how-to-fix on every check.
What we check
Five categories, based on open standards (IETF, W3C, schema.org, modelcontextprotocol.io). Not affiliated with any AI platform.
Crawler Access
robots.txt rules for GPTBot, ClaudeBot, PerplexityBot, CCBot, Applebot-Extended; Content-Signal; crawl-delay.
Discoverability
llms.txt & llms-full.txt, sitemap, meta description, Open Graph, canonical, indexability.
Structured Data
Schema.org JSON-LD presence, validity, recognised types, Organization & WebSite identity.
Agent Protocols
MCP Server Card, A2A Agent Card, OpenAPI, OAuth discovery, WebMCP, API catalog (RFC 9727), API docs, and for ecommerce sites: commerce signals + UCP (Google/Shopify Universal Commerce Protocol).
Content Signals
Title, headings, language, Markdown negotiation, Link headers, text ratio, encoding, alts.
55 signals, every scan
A sample of what we look at.