How to Audit Content for LLMs with Claude
Audit your content for AI readability with Claude and ToolRouter. Improve LLM discoverability.
Tool
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
1Open connector settings Open Settings
2Add a custom connector with these details
Name
ToolRouterURL
https://api.toolrouter.com/mcp3Let Claude set you up Open Claude
Steps
Once connected (see setup above), use the GEO tool:
- Ask Claude: "Audit this page for LLM readability using the geo tool" and provide the URL
- Claude analyzes content structure, headings, and data markup
- Review the specific issues and recommendations
- 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