---
title: ToolRouter — Agent Use Case Guide
description: Step-by-step guide for completing a task with a specific AI agent using ToolRouter.
url: https://toolrouter.com/tools/geo/use-cases/audit-content-for-llms/claude
---
# How to Audit Content for LLMs with Claude

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.

## Setup

claude mcp add toolrouter -- npx -y toolrouter-mcp

## Steps

1. Connect ToolRouter: claude mcp add toolrouter -- npx -y toolrouter-mcp
2. Ask Claude: "Audit this page for LLM readability using the geo tool" and provide the URL
3. Claude analyzes content structure, headings, and data markup
4. Review the specific issues and recommendations
5. Ask Claude to prioritize fixes by impact

## Example Prompt

```
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
