---
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/openclaw
---
# How to Audit Content for LLMs with OpenClaw

OpenClaw batch-audits multiple pages for LLM readability in a single run. Feed it your sitemap or a list of URLs and it will analyze each page, compile a structured report of issues ranked by severity, and output results in a format ready for your content management system or project tracker.

## Setup

openclaw mcp add toolrouter -- npx -y toolrouter-mcp

## Steps

1. Connect ToolRouter: openclaw mcp add toolrouter -- npx -y toolrouter-mcp
2. Ask OpenClaw: "Audit this page for AI readability" and provide the URL
3. OpenClaw analyzes structure and reports findings
4. Review the recommendations
5. Implement changes to improve AI discoverability

## Example Prompt

```
Analyze how well this page is structured for AI search engines. What should I change to improve LLM readability?
```

## Tips

- Focus on clear headings, structured data, and factual statements
- Pages with tables and lists are easier for LLMs to parse
- Re-audit after changes to confirm improvements
