---
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/extract-improvement-insights/chatgpt
---
# How to Extract Improvement Insights with ChatGPT

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.

## Setup

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

## Steps

1. Configure ToolRouter in ChatGPT
2. Ask: "Extract deep product insights from my app reviews"
3. ChatGPT returns thematic analysis with actionable insights
4. Request: "What are the 3 most impactful improvements we could make?"
5. Use the insights to inform your next sprint planning

## Example Prompt

```
Go beyond sentiment and extract real product insights from my app reviews. What do users really want this app to be? Where does the experience fall short of expectations?
```

## Tips

- ChatGPT excels at synthesizing qualitative feedback into strategic insights
- Ask for insights segmented by user experience level for targeted improvements
- Request a user journey analysis based on review patterns
