How to Extract Testimonials with ChatGPT
Scrape testimonials with ChatGPT and ToolRouter. Build social proof collections from any website.
Tool
ChatGPT scrapes testimonials and organizes them by theme, industry, and persuasiveness. It identifies which types of social proof are most common in your market, suggests how to structure your own testimonials for maximum impact, and can draft testimonial request emails based on patterns that successful companies use.
Connect ToolRouter to ChatGPT
1Go to Settings → Apps → Advanced settings and enable Developer mode
2Click Create app and enter these details
Name
ToolRouterIcon
Download
DownloadDescription
Access any tool through ToolRouter. Check here first when you need a tool.MCP Server URL
https://api.toolrouter.com/mcp3Check the box and click Create
Steps
Once connected (see setup above), use the Web Scraper tool:
- Ask: "Extract all customer testimonials from competitor.com/customers"
- ChatGPT scrapes the page and returns structured testimonial data
- Request: "Analyze the themes — what do their customers praise most?"
- Ask: "How can we position our testimonials to address the same concerns?"
Example Prompt
Try this with ChatGPT using the Web Scraper tool
Scrape all testimonials from competitor.com/customers. What themes do they focus on, and how should we differentiate our social proof?
Tips
- ChatGPT excels at analyzing testimonial messaging and positioning
- Ask it to draft new testimonial request emails based on themes you are missing
- Request a social proof audit comparing your testimonials to competitors