---
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-media-comments/use-cases/analyze-engagement-patterns/copilot
---
# How to Analyze Engagement Patterns with Copilot

Copilot pulls engagement data from your IDE for building content analytics tools. Fetch comments and Copilot helps write the engagement scoring algorithms, pattern detection models, and reporting dashboards that quantify comment quality and correlate it with content attributes.

## Setup

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

## Steps

1. Add ToolRouter to Copilot MCP config
2. In Copilot Chat: "Pull comments from these Reddit posts and analyze engagement depth"
3. Copilot collects comments and provides structured engagement metrics
4. Ask: "Export the engagement data as JSON for our analytics dashboard"

## Example Prompt

```
Collect comments from these Reddit threads and YouTube videos. Analyze comment depth, reply chains, and engagement quality. Return structured data.
```

## Tips

- Export engagement data to feed into your existing content analytics pipeline
- Use structured output to build custom engagement scoring models
