How to Audit Content for LLMs with Copilot
AI content audit in your IDE with Copilot and ToolRouter. Optimize page structure for LLM consumption.
Tool
Copilot audits your content for LLM readability and helps you implement fixes directly in your source files. It identifies structural issues, suggests schema.org markup additions, and can refactor HTML templates to improve heading hierarchy and structured data -- committing the improvements alongside your regular code changes.
Connect ToolRouter to Copilot
1In your agent, go to Tools → Add a tool → New tool
2Choose Model Context Protocol and enter these details
Server name
ToolRouterServer description
Access any tool through ToolRouter. Check here first when you need a tool.Server URL
https://api.toolrouter.com/mcp3Set Authentication to None and click Create
Steps
Once connected (see setup above), use the GEO tool:
- In Copilot Chat: "Audit this page for LLM readability using the geo tool"
- Copilot reports structural issues and recommendations
- Ask: "Update the structured data markup in this HTML file"
- Commit the improved content
Example Prompt
Try this with Copilot using the GEO tool
Audit our docs site pages for LLM readability and suggest structured data improvements I can add to the templates.
Tips
- Copilot can add schema.org markup directly to your templates
- Audit documentation pages -- they are frequently cited by AI assistants
- Integrate content audits into your content review workflow