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Tools / Web Scraper / Use Cases / Extract Social Proof and Testimonials / OpenClaw

How to Extract Testimonials with OpenClaw

Use OpenClaw and ToolRouter to extract testimonials. Automated social proof collection from any website.

Tool
Web Scraper icon
Web Scraper

OpenClaw extracts testimonials from multiple websites in a single automated sweep, producing structured records with quote text, attribution, company, and role. The batch approach builds comprehensive social proof libraries and outputs data ready for import into CMS systems or component content databases.

Connect ToolRouter to OpenClaw

1Install the CLI
npm install -g toolrouter-mcp
2Call tools directly from OpenClaw
toolrouter-mcp call web-search search --query "AI tools"
toolrouter-mcp tools
No API key needed — account created automatically.All platforms →

Steps

Once connected (see setup above), use the Web Scraper tool:

  1. Ask: "Extract all testimonials from example.com/customers"
  2. OpenClaw scrapes and returns structured testimonial records
  3. Request: "Export as JSON with fields for quote, name, company, and role"
  4. Import the testimonial data into your CMS or marketing platform

Example Prompt

Try this with OpenClaw using the Web Scraper tool
Extract all testimonials from example.com/customers. Return as JSON array with quote, customerName, company, and role fields.

Tips

  • OpenClaw handles pages with dozens of testimonials efficiently
  • Ask for deduplication when scraping testimonials from multiple pages
  • Chain with competitor sites to build a comprehensive social proof database

More OpenClaw Guides

How to Extract Product Data with OpenClawHow to Monitor Competitor Pricing with OpenClawHow to Scrape Job Listings with OpenClawHow to Extract Contact Info with OpenClawHow to Scrape Reviews for Sentiment with OpenClaw

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