LLM & Agent
Readiness Analyzer

Is your website ready for AI? Check if you're optimized for ChatGPT, Claude, Perplexity, and autonomous agents.

Free preview • Full results with free signup • Results in ~10 seconds

What We Check

🤖 LLM Readiness (7 pts → normalized to 5)

  • • llms.txt - Structured site summary for LLMs
  • • ai.txt - AI crawler directives
  • • Schema.org - JSON-LD structured data
  • • FAQ Schema - FAQPage markup (bonus)
  • • Meta tags - OG tags, descriptions
  • • Semantic HTML - Proper heading hierarchy
  • • sitemap.xml - Content discovery
  • • robots.txt - AI crawler rules
  • • Readability - Flesch score (60+ is good)
  • • Semantic URLs - Natural language slugs
  • • Date signals - dateModified/datePublished
  • • Content depth - Word count, lists, tables

🔧 Agent Readiness (5 pts)

  • • WebMCP - Web-based MCP integration
  • • MCP Server - /.well-known/mcp.json
  • • API Docs - Developer documentation
  • • OAuth - Authentication standards
  • • Action Schemas - Schema.org actions
  • • A2A Protocol - Agent-to-agent support
  • • Entity ID - Clear organization identity

Based on Ziff Davis AEO research showing semantic URLs get 11.4% more LLM citations

Generate Your llms.txt

Help AI models discover and cite your site correctly. Generate your llms.txt file in 30 seconds.

Free preview • Sign up for full generation • Generated in ~10 seconds