AI Visibility Audit
Whether a domain is visible to AI crawlers and answer engines is not a binary. It depends on what files are present, what signals they carry, and whether AI systems can discover, cite, and route through the domain.
This site measures that surface — for its own domain and as a reference for the signals that matter.
What visibility means for AI systems
Crawlability
Is the domain reachable by ClaudeBot, GPTBot, PerplexityBot? Are there robots.txt restrictions? Is the sitemap listed and current?
Discoverability
Does the domain expose agent-discovery.json, llms.txt, or constellation links? Can agents route to it from neighboring domains?
Citability
Is there content that answer engines can surface? Does the domain have structured data, clear authorship, and crawlable pages with substantive text?
Constellation depth
How many agent-neighboring domains link here? Is this domain inside a trusted constellation graph or isolated?
Signals checked
robots.txt— crawler permissionssitemap.xml— URL inventory and freshness/.well-known/agent-discovery.json— agent capability declaration/.well-known/constellation.json— neighbor graph/llms.txt— AI-readable site summaryschema.orgmarkup — structured data for answer engines (audit pending)Content citability score— crawlable pages with substantive text (audit pending)