---
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/competitor-research/use-cases/analyze-competitor-reviews/openclaw
---
# How to Analyze Competitor Reviews with OpenClaw

OpenClaw mines reviews across multiple competitors in one automated run, producing structured sentiment data with theme categorization, frequency counts, and severity ratings. The batch analysis reveals which competitor pain points are most widespread, and the formatted output feeds directly into product prioritization frameworks.

## Setup

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

## Steps

1. Connect ToolRouter: openclaw mcp add toolrouter -- npx -y toolrouter-mcp
2. Ask: "Analyze reviews for the top 5 project management tools"
3. OpenClaw returns categorized review themes with sentiment scores
4. Request: "Rank pain points by frequency and severity"
5. Use the findings to inform product and marketing decisions

## Example Prompt

```
Analyze reviews for Asana, Monday.com, Trello, ClickUp, and Notion. Rank the most common complaints across all five.
```

## Tips

- OpenClaw handles multi-competitor review analysis efficiently
- Ask for structured output for product team review meetings
- Track review sentiment over time by running periodic analyses
