AIO Audit

Agent Information Optimization — check how discoverable your server is to AI agents across 5 tiers.

Try: dominionobservatory.com smithery.ai

What is AIO?

Agent Information Optimization (AIO) is the agent-economy equivalent of SEO. Instead of optimizing for search engines, AIO optimizes for AI agents — making your server discoverable, understandable, and callable by autonomous agents.

The Observatory AIO Audit checks your server across 5 tiers:

DiscoverabilityCan agents find you? (robots.txt, sitemap, server.json)
ComprehensionCan agents understand you? (llms.txt, openapi.json)
UsabilityCan agents use you? (mcp.json, agent.json, ai-plugin.json)
IdentityCan agents verify you? (did.json, verifiable credentials)
InteroperabilityCan agents call you? (MCP tools/list, A2A protocol)