How to Analyze Review Sentiment with Copilot
Analyze app review sentiment in your IDE with Copilot and ToolRouter. Data-driven product insights.
Tool
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.
Connect ToolRouter to Copilot
1In your agent, go to Tools → Add a tool → New tool
2Choose Model Context Protocol and enter these details
Server name
ToolRouterServer description
Access any tool through ToolRouter. Check here first when you need a tool.Server URL
https://api.toolrouter.com/mcp3Set Authentication to None and click Create
Steps
Once connected (see setup above), use the App Review Analysis tool:
- In Copilot Chat: "Analyze review sentiment for my app using app-review-analysis"
- Copilot returns sentiment analysis results
- Ask: "Export the sentiment data as structured JSON"
- Integrate the data into your product analytics pipeline
Example Prompt
Try this with Copilot using the App Review Analysis tool
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