---
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/app-review-analysis/use-cases/compare-vs-competitors/claude
---
# How to Compare Reviews with Claude

Claude transforms raw app review data into strategic intelligence through deep conversational analysis. Ask Claude to cross-reference sentiment patterns with specific app versions, identify emerging user segments from review language, and build a narrative that connects individual complaints to systemic product issues. Its reasoning capabilities let you go beyond surface-level sentiment and uncover the underlying user needs driving each review theme.

## Setup

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

## Steps

1. Connect ToolRouter: claude mcp add toolrouter -- npx -y toolrouter-mcp
2. Ask Claude: "Compare my app reviews against competitors using app-review-analysis" and provide app IDs
3. Claude analyzes reviews for all apps and produces a comparative report
4. Review your relative strengths and weaknesses
5. Focus on areas where you are weakest relative to competitors

## Example Prompt

```
Compare review sentiment for my budgeting app against Mint, YNAB, and PocketGuard. Where do I win and where do I lose in user perception?
```

## Tips

- Ask Claude to identify your unique advantages that no competitor matches
- Look for competitor weaknesses you can exploit in your marketing
- Focus product work on areas where you are weakest relative to the best competitor
