---
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/copilot
---
# How to Analyze Review Patterns with Copilot

Copilot brings social commerce data directly into your development environment, eliminating the context switch between product research and implementation. Query TikTok Shop and Amazon product listings without leaving your editor, then use the results to build product catalog schemas, seed development databases, or generate comparison components with real market data. This workflow is particularly valuable for e-commerce developers who need to prototype features with authentic product information or build competitive analysis tools backed by live marketplace signals.

## Setup

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

## Steps

1. Add ToolRouter to Copilot MCP config
2. Ask: "Get reviews for [product] on TikTok Shop"
3. Review the customer feedback data inline
4. Ask Copilot to generate a sentiment analysis algorithm from the review patterns
5. Build review analytics features into your product management tools

## Example Prompt

```
Pull reviews for [product] from TikTok Shop. Generate a data model for categorizing review sentiment and themes.
```

## Tips

- Use review data to build NLP-powered product feedback tools
- Copilot can generate review categorization logic from the patterns
- Great for building customer insight dashboards with real review data
