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How to Audit Content for LLMs with Claude

Audit your content for AI readability with Claude and ToolRouter. Improve LLM discoverability.

Tool
GEO icon
GEO

Claude performs a methodical content structure analysis, evaluating heading hierarchy, factual density, structured data markup, and citation-worthy statements. It asks follow-up questions about your target audience and content goals to prioritize the specific changes that will most improve LLM discoverability for your use case.

Connect ToolRouter to Claude

1Go to Settings → Connectors → Add custom connector
2Enter the details below and click Add
Name
ToolRouter
URL
https://api.toolrouter.com/mcp
3Done — works on Claude chat, desktop, and mobile
No API key needed — account created automatically.All platforms →

Steps

Once connected (see setup above), use the GEO tool:

  1. Ask Claude: "Audit this page for LLM readability using the geo tool" and provide the URL
  2. Claude analyzes content structure, headings, and data markup
  3. Review the specific issues and recommendations
  4. Ask Claude to prioritize fixes by impact

Example Prompt

Try this with Claude using the GEO tool
Audit https://mysite.com/pricing for LLM readability. How well can AI systems parse and cite the information on this page?

Tips

  • Start with your highest-traffic pages for maximum impact
  • Focus on pages you want AI systems to cite in responses
  • Run audits before and after optimization to measure improvement

More Claude Guides

How to Check AI Crawler Access with ClaudeHow to Optimize for AI Discovery with ClaudeHow to Analyze GEO Readiness with ClaudeHow to Improve Citation Potential with ClaudeHow to Monitor AI Indexing with Claude

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