Social Proof Collector

Automatically gather, filter, and format high-quality customer reviews from multiple platforms with alerts and response drafts for new feedback.

Social Proof Collector Skill

Automatically collect, organize, and display customer reviews and testimonials from across the web.

What This Skill Does

1. Scrape Reviews — Pull reviews from Google, Yelp, Facebook, Trustpilot, G2, Capterra
2. Filter & Rank — Surface the best testimonials (4-5 stars, keyword-rich)
3. Format for Display — Generate embed-ready HTML widgets, social media graphics, or email snippets
4. Monitor New Reviews — Alert when new reviews are posted
5. Respond to Reviews — Draft professional responses to both positive and negative reviews

Usage

Collect Reviews

Collect reviews for [business name] from Google and Yelp

Generate Testimonial Widget

Create a testimonial carousel from our top 5 reviews

Monitor & Alert

Check for new reviews daily and alert me if any are below 3 stars

Workflow

Step 1: Discovery

Search for the business across review platforms:

• Google Business Profile
• Yelp
• Facebook Reviews
• Industry-specific (Trustpilot, G2, Capterra, Houzz, Avvo, etc.)

Step 2: Extraction

For each platform, extract:

• Reviewer name
• Star rating
• Review text
• Date posted
• Platform source

Step 3: Scoring

Score each review by usefulness:

• Star rating (4-5 = high)
• Length (50+ words = more credible)
• Keyword relevance (mentions specific services/results)
• Recency (last 6 months preferred)
• Sentiment analysis

Step 4: Output Formats

HTML Widget:

<div class="testimonial">
  <div class="stars">★★★★★</div>
  <p class="quote">"[review text]"</p>
  <p class="author">— [name], [platform]</p>
</div>

Social Media Post:

🌟 What our clients say:

"[best quote from review]"
— [Name]

[Your CTA + link]

Email Signature Snippet:

⭐⭐⭐⭐⭐ Rated 4.8/5 on Google (150+ reviews)

Step 5: Review Response Drafts

For negative reviews, generate empathetic, professional responses:

• Acknowledge the concern
• Apologize without admitting fault
• Offer to resolve offline
• Keep it under 100 words

Configuration

{
  "business_name": "Your Business",
  "platforms": ["google", "yelp", "facebook"],
  "min_stars": 4,
  "alert_below": 3,
  "check_frequency": "daily"
}

Requirements

• Brave Search API (for scraping public reviews)
• OpenClaw with web search capability
• Optional: notification channel for alerts