---
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/web-scraper/use-cases/extract-contact-info/openclaw
---
# How to Extract Contact Info with OpenClaw

OpenClaw extracts contact information from multiple directories in a single automated sweep, producing structured records with names, titles, emails, and phone numbers in consistent format. The batch approach handles large directory scrapes efficiently and outputs data ready for CRM import or lead enrichment pipelines.

## Setup

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

## Steps

1. Connect ToolRouter to OpenClaw: openclaw mcp add toolrouter -- npx -y toolrouter-mcp
2. Ask: "Extract business contact information from example-directory.com/category/tech"
3. OpenClaw returns structured contact records for each listing
4. Request: "Export this data as JSON with fields for name, email, phone, and address"
5. Import the clean dataset into your CRM or outreach tools

## Example Prompt

```
Extract all business contacts from example-directory.com/software-companies. Return as a JSON array with name, email, phone, and website.
```

## Tips

- OpenClaw processes multiple directory pages for complete coverage
- Ask for validation of email formats and phone number consistency
- Chain with data enrichment tools for more detailed business profiles
