---
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/analyze-review-sentiment/copilot
---
# How to Analyze Review Sentiment with Copilot

Copilot brings review analysis directly into your development workflow, letting you extract user feedback insights without leaving your editor. Export structured sentiment data and feature request lists as JSON for integration with your existing analytics dashboards and project management tools. Copilot is ideal for building automated review monitoring into your post-release checklist and sprint retrospective process.

## Setup

{"mcpServers":{"toolrouter":{"command":"npx","args":["-y","toolrouter-mcp"]}}}

## Steps

1. Add ToolRouter to Copilot MCP config
2. In Copilot Chat: "Analyze review sentiment for my app using app-review-analysis"
3. Copilot returns sentiment analysis results
4. Ask: "Export the sentiment data as structured JSON"
5. Integrate the data into your product analytics pipeline

## Example Prompt

```
Analyze review sentiment for my app and output structured data I can feed into our product dashboard.
```

## Tips

- Export sentiment data for integration with your existing analytics tools
- Copilot can help you build automated review monitoring into your workflow
- Track sentiment trends across releases to measure product improvement impact
