---
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/social-shop-products/use-cases/analyze-review-patterns/chatgpt
---
# How to Analyze Review Patterns with ChatGPT

ChatGPT makes social commerce research approachable by translating raw product data into clear, strategic insights you can act on immediately. Ask about trending products across TikTok Shop and Amazon and receive organized summaries with pricing context, competitive positioning, and actionable recommendations. The natural conversation format is ideal for exploring product opportunities when you are still defining your research direction, letting you brainstorm angles, compare categories, and develop sourcing strategies through back-and-forth dialogue with real marketplace data.

## Setup

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

## Steps

1. Configure ToolRouter in ChatGPT
2. Ask: "Get reviews for [product] on TikTok Shop and analyze the sentiment"
3. ChatGPT pulls reviews and breaks down positive and negative themes
4. Request: "Create a product improvement roadmap based on the negative reviews"
5. Ask for a messaging strategy based on the most-praised features

## Example Prompt

```
Analyze reviews for [product] on TikTok Shop. What should this product improve, and what messaging should it double down on?
```

## Tips

- ChatGPT creates clear theme summaries from unstructured review data
- Ask for a customer persona based on the review language and concerns
- Request a competitive review comparison across similar products
