Competitor Review Mining: Steal the Roadmap From Bad Reviews
Hosted by Rafa Romero
In this video
What you'll learn
Scrape competitor reviews at scale
Set up automated scrapers to pull reviews from competitors' platforms in bulk.
Cluster complaints into themes using AI
Use AI to analyze hundreds of reviews and group common pain points into actionable themes.
Turn complaints into your roadmap
Convert competitor weaknesses into positioning angles, feature priorities, and sales objections you can use immediately.
Why this topic matters
Your competitors' bad reviews are a free roadmap. Instead of guessing what customers want, scrape what they're already complaining about. In under an hour, you'll go from scrolling reviews manually to having a clean list of opportunities: features to build, messaging to use, and objections to handle. Stop competing blind—let their customers tell you exactly where to win.
You'll learn from
Rafa Romero
+400 Students with ⭐️4.8 in Maven
- 15+ years of freelance experience in automation and marketing, working with global brands including Adidas, Danone, and Camper
- Taught 400+ students AI and automation strategies across multiple cohorts and programs in business schools
- Founded and launched Hapi, a voice-to-text app with meeting recording capabilities
Go deeper with a course
Claude Code for non-technical Operators
Rafa and Matt
Building and Automating before AI existed. Product builder & Agent Expert