Mine Gold from Customer Reviews
Stop guessing what customers want. Scrape thousands of reviews from Reddit, Google Maps, and Trustpilot. AI extracts the themes, pain points, and messaging that actually converts.
- Scrape Reddit discussions automatically
- Extract Google Maps reviews at scale
- Pull Trustpilot customer feedback
- AI sentiment analysis
- Categorize by motivation, value, anxiety
- Export messaging themes to briefs
- Keyword and URL-based searches
- Campaign organization
- Bulk review processing
- Competitive intelligence gathering
How Message Mining Works
From scraping to insights in four steps
Create Campaign
Choose your source (Reddit, Google Maps, or Trustpilot) and enter keywords or URLs to scrape customer feedback.
Scrape Reviews
Our automated scrapers collect reviews, discussions, and customer feedback from across the web in minutes.
AI Analysis
AI categorizes each review by sentiment, motivation (why they buy), value (what they want), and anxiety (what holds them back).
Extract Insights
Export messaging themes to content briefs. Use customer language in your copy, ads, and SEO content.
Scrape from 3 Major Platforms
Access customer feedback from where they actually talk
Scrape subreddit discussions using keywords or direct URLs. Find unfiltered customer opinions and pain points.
- Keyword search
- URL scraping
- Comment threading
- Upvote tracking
Google Maps
Extract business reviews at scale. Analyze what customers say about competitors in your niche.
- Business search
- Review extraction
- Star ratings
- Reviewer profiles
Trustpilot
Pull verified customer reviews. Get authentic feedback on products and services.
- Company profiles
- Verified reviews
- Rating analysis
- Time-based trends
Real Mining Results
See how agencies use message mining for competitive advantage
Competitive Research
1,200 reviews
"Scraped 1,200 competitor reviews from Google Maps. Found 3 major pain points they weren't addressing. Built content around those gaps and won 15 new keywords."
Ad Copy Optimization
+42% CTR
"Used actual customer quotes from Reddit in our Google Ads. CTR improved by 42% because we spoke their language."
Content Ideation
20 posts
"Mined Reddit for customer questions. Turned the top 20 questions into blog posts. All of them rank in top 10 now."
Positioning Strategy
"Analyzed Trustpilot reviews of 5 competitors. Discovered they all struggled with customer support. Made that our differentiator."