How to Extract Improvement Insights with Copilot
Extract product insights in your IDE with Copilot and ToolRouter. Review-driven product improvement.
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: "Extract improvement insights from my app reviews"
- Copilot returns structured product insights
- Ask: "Create improvement tickets from the top insights"
- Integrate user feedback directly into your development pipeline
Example Prompt
Try this with Copilot using the App Review Analysis tool
Analyze my app reviews for product improvement opportunities. Output structured insights I can turn into development tasks.
Tips
- Turn insights into actionable tickets with clear acceptance criteria
- Track which review-driven improvements have the biggest impact on ratings
- Build regular review analysis into your sprint retrospectives