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