300+ real UX patterns from products you use daily with the psychology, cognitive biases, and anti-patterns behind each one. Page-by-page frameworks for onboarding, pricing, churn & more. Free, and readable by your AI coding agent via MCP or a Cursor/Claude skill.
Hey Product Hunt 👋
I kept noticing the same tricks across Duolingo, Spotify, Uber, Etsy streaks that pull you back, pricing pages that nudge you to premium, checkout flows with zero friction. So I started screenshotting them, digging into the psychology, and organizing everything into a system.
That became Product Patterns:
• 300+ real UX patterns, each with the psychology, why it works, and when it fails
• 32 psychological theories + 72 cognitive biases, cross-linked to the patterns that use them
• Anti-patterns — real screenshots of what NOT to do, with the numbers
• 33 page-by-page frameworks (onboarding, pricing, churn, habits, checkout…)
The part I'm most excited about: it's fully readable by AI agents. Drop the Cursor/Claude skill in, or point your agent at the MCP server, and it pulls real patterns + psychology straight into your build, instead of inventing generic advice.
It's free and there's no signup.
Two questions for you all:
1. What's the one pattern you wish every product copied?
2. And the one dark pattern you wish would die?
I'll be here all day, would love your feedback 🙏
Bhava
IndianVCs
Congrats on the launch, Riya!
Bhava
@pavithran_chidambaram thank you for the support!