How to Track Review Trends with ChatGPT
Monitor app review trends with ChatGPT and ToolRouter. Track sentiment changes across versions.
Tool
ChatGPT makes app review analysis actionable by synthesizing thousands of reviews into clear, structured reports that product teams can immediately use. It excels at producing stakeholder-ready summaries with executive-level insights, detailed sentiment breakdowns, and prioritized recommendation lists. Ask ChatGPT to generate review analysis documents suitable for sprint planning, board presentations, or cross-functional team meetings.
Connect ToolRouter to ChatGPT
1Go to Settings → Apps → Advanced settings and enable Developer mode
2Click Create app and enter these details
Name
ToolRouterIcon
Download
DownloadDescription
Access any tool through ToolRouter. Check here first when you need a tool.MCP Server URL
https://api.toolrouter.com/mcp3Check the box and click Create
Steps
Once connected (see setup above), use the App Review Analysis tool:
- Ask: "Track review trends for my app over time"
- ChatGPT returns trend analysis with theme evolution
- Request: "Is our overall sentiment improving or declining?"
- Adjust your product strategy based on the trends
Example Prompt
Try this with ChatGPT using the App Review Analysis tool
Show me how review themes have changed for my app over the last 3 months. Are complaints about loading speed decreasing since our performance update?
Tips
- ChatGPT can provide narrative analysis of why trends are shifting
- Ask for a trend report suitable for product team reviews
- Request predictions about where sentiment is heading based on current trends