Extract Product Data from E-Commerce Sites
Extract product names, prices, descriptions, and images from e-commerce sites for analysis or catalog building.
Extract Social Proof and Testimonials
Extract customer testimonials, case studies, and social proof from websites for marketing and analysis.
Quick answer: Use the Web Scraper tool through ToolRouter to extract social proof and testimonials directly from Claude, ChatGPT, Microsoft Copilot, and OpenClaw — connect once, then drive it with plain-language prompts. No code required.
ToolSocial proof is one of the most persuasive elements in marketing, but collecting testimonials and case study data from across the web is time-consuming. Whether you are gathering testimonials from your own scattered web properties, analyzing how competitors use social proof, or building a database of customer success stories, automated extraction makes the process fast and comprehensive.
ToolRouter's scrape_page and extract_data skills work together to pull testimonial content from any page — including the quote text, customer name, company, role, and any associated metrics or results. This works on dedicated testimonial pages, case study sections, review widgets, and social proof scattered throughout landing pages.
Marketing teams use extracted testimonials to build social proof libraries for sales collateral. Competitive analysts study how rivals position their customer stories. Content teams compile case study data for new marketing materials. Growth teams analyze which types of testimonials are most common in their industry to inform their own social proof strategy.
How to extract social proof and testimonials with Claude, ChatGPT, Microsoft Copilot, and OpenClaw
Claude extracts testimonials and helps you curate them for maximum impact through conversation. After scraping social proof from competitor or industry sites, ask Claude to categorize testimonials by use case, identify the most compelling quotes, or suggest how to structure your own testimonials page based on what works elsewhere.
Connect ToolRouter to Claude
1Open connector settings Open Settings
2Add a custom connector with these details
Name
ToolRouterURL
https://api.toolrouter.com/mcp3Let Claude set you up Open Claude
How to extract social proof and testimonials with Claude
Once connected (see setup above), use the Web Scraper tool:
- Ask Claude: "Scrape the testimonials page at example.com/customers and extract all customer quotes, names, and companies"
- Claude fetches the page and extracts each testimonial as a structured record
- Ask: "Categorize these testimonials by theme — which focus on speed, reliability, or cost savings?"
- Claude organizes the testimonials into thematic groups for easy use in marketing materials
Example prompt for Claude
Try this with Claude using the Web Scraper tool
Use the web-scraper tool to extract all testimonials from example.com/customers. Include the quote, customer name, company, and any results metrics mentioned.
Tips for Claude
- Claude can categorize testimonials by theme, industry, or use case
- Ask Claude to identify which testimonials would be most effective for specific landing pages
- Chain multiple pages to build a comprehensive testimonial database
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
How to extract social proof and testimonials with ChatGPT
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 for ChatGPT
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 for ChatGPT
- 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
Copilot extracts testimonials directly in your IDE, ideal for developers building social proof components, review carousels, or trust sections. Pull real-world testimonial data and formats to inform your component design, then use the data structure to build flexible, data-driven testimonial displays.
Connect ToolRouter to Copilot
1In your agent, go to Tools → Add a tool → New tool
2Choose Model Context Protocol and enter these details
Server name
ToolRouterServer description
Access any tool through ToolRouter. Check here first when you need a tool.Server URL
https://api.toolrouter.com/mcp3Set Authentication to None and click Create
How to extract social proof and testimonials with Copilot
Once connected (see setup above), use the Web Scraper tool:
- Ask Copilot: "Scrape testimonials from example.com/customers"
- Review the extracted testimonial data in your editor
- Ask: "Generate a React component that renders these testimonials in a carousel"
- Use the real testimonial data to populate your social proof components
Example prompt for Copilot
Try this with Copilot using the Web Scraper tool
Extract testimonials from example.com/customers and generate a React testimonial carousel component with the extracted data.
Tips for Copilot
- Perfect for building testimonial components with real content
- Copilot can generate different display formats — cards, carousels, grids
- Use extracted data as CMS seed content for your testimonial sections
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-mcp2Call tools directly from OpenClaw
toolrouter-mcp call web-search search --query "AI tools"
toolrouter-mcp toolsHow to extract social proof and testimonials with OpenClaw
Once connected (see setup above), use the Web Scraper tool:
- Ask: "Extract all testimonials from example.com/customers"
- OpenClaw scrapes and returns structured testimonial records
- Request: "Export as JSON with fields for quote, name, company, and role"
- Import the testimonial data into your CMS or marketing platform
Example prompt for OpenClaw
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 for OpenClaw
- 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
Frequently Asked Questions
How do I extract social proof and testimonials with an AI assistant?
Extract customer testimonials, case studies, and social proof from websites for marketing and analysis. Connect the Web Scraper tool to Claude, ChatGPT, Microsoft Copilot, and OpenClaw through ToolRouter, then ask the assistant in plain language. For example: Ask Claude: "Scrape the testimonials page at example.com/customers and extract all customer quotes, names, and companies" Claude fetches the page and extracts each testimonial as a structured record
Which AI assistants can extract social proof and testimonials?
Claude, ChatGPT, Microsoft Copilot, and OpenClaw can all extract social proof and testimonials using the Web Scraper tool through ToolRouter, with no API keys or coding required.
What does the Web Scraper tool do?
Scrape, crawl, and extract structured data from any website with powerful web scraping tools.
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