What an agent-readiness audit is (opens in new tab)

An agent-readiness audit measures how well an AI agent can discover, read, and act on a website or an API. It is a technical review of the surfaces that automated clients actually use, scored against current standards rather than opinion. Most sites are built for human readers and search crawlers. AI agents read differently. They look for machine-readable entry points such as llms.txt, a sitemap, response headers, structured data, and well-known manifests. When those are missing, the agent ei...