AI Agent Readiness Scanner

Scan whether your website is ready for AI agents, from crawler access and structured data to OpenAPI, OAuth, MCP, agent discovery, and action readiness.

Full scan opens the complete report when the queue finishes.

Complete readiness model

Readiness stack

The full scan follows the whole agent journey: can an AI system find the site, understand the content, discover actions, authenticate safely, and use machine-readable interfaces?

1Visibility and crawl access

2Content and structured data

3OpenAPI, OAuth, MCP, and skills

Visibility: Crawler
Actions: API/MCP
Trust: Auth

What agent readiness means

Agent readiness measures whether automated systems can discover, understand, trust, and safely act on your website.

visibility readiness
content readiness
action readiness
API readiness

Visibility readiness

The full scanner checks crawler access, robots.txt, sitemap discovery, AI bot rules, llms.txt, AI policy, and answer-engine readiness.

Content readiness

Structured data, semantic HTML, high-value schema, author and organization signals, freshness, and answer extractability help AI systems understand the page.

Action readiness

Agents need machine-readable surfaces before they can complete tasks. The report checks API catalogs, OpenAPI, OAuth, MCP, WebMCP, agent cards, and skills.

Authentication readiness

OAuth authorization metadata, protected-resource metadata, auth.md, DNS-AID, and related discovery files are validated when applicable.

Example fixes

Every report includes prioritized check cards with evidence, issue details, references, and implementation guidance.

FAQ

What people ask before scanning

What does the AI Agent Readiness Scanner test?

It tests crawler access, content and schema readiness, GEO/AIO/AEO signals, security and trust headers, API discovery, OAuth, MCP, agent skills, commerce protocols, performance, and accessibility options.

How is this different from the crawler and llms.txt tools?

The crawler and llms.txt pages answer narrower diagnostic questions. This scanner runs the complete assessment suite and opens the main product report.