---
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/country-data/use-cases/research-country-demographics/openclaw
---
# How to Research Country Demographics with OpenClaw

OpenClaw automates demographic data collection across large country sets. Batch-fetch population statistics for entire regions, compile structured datasets with consistent fields, and output formatted data ready for import into your research database, market analysis tools, or business intelligence platform.

## Setup

openclaw mcp add toolrouter -- npx -y toolrouter-mcp

## Steps

1. Connect ToolRouter: openclaw mcp add toolrouter -- npx -y toolrouter-mcp
2. Ask OpenClaw: "Look up demographics for India"
3. OpenClaw returns population and demographic data
4. Ask: "How does this compare to China?"
5. Get a comparative view

## Example Prompt

```
Get the demographic profile for Indonesia. I need population, languages, and ethnic composition.
```

## Tips

- Combine with compare skill for side-by-side demographic analysis
- Use the data to support academic papers or business proposals
- Check multiple countries to understand regional demographic patterns
