AI Agent Readiness Scanner – Assess your website’s AI agent compatibility

Summary: The AI Agent Readiness Scanner evaluates websites for AI agent accessibility by analyzing content discoverability, AI tool integration, content quality, and technical readiness. It provides an instant score with detailed recommendations to improve AI interaction capabilities.

What it does

The tool scans a website URL to check for elements like llms.txt, sitemap.xml, robots.txt restrictions, WebMCP tool registration, MCP endpoint availability, JSON-LD structured data, semantic headings, server-side rendering, and response time. It then generates a score and actionable feedback.

Who it's for

Website owners and developers aiming to optimize their sites for AI agents such as ChatGPT, Claude, and other browser-based AI tools that browse and interact with web content.

Why it matters

Most websites lack the technical setup for AI agents to discover and interact with their content, limiting their accessibility to emerging AI-driven services and tools.