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Product Patterns from Real Products
The UX pattern library your AI agent can actually read
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 🙏
About Product Patterns from Real Products on Product Hunt
“The UX pattern library your AI agent can actually read”
Product Patterns from Real Products was submitted on Product Hunt and earned 22 upvotes and 3 comments, placing #24 on the daily leaderboard. 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.
On the analytics side, Product Patterns from Real Products competes within Design Tools, User Experience and Artificial Intelligence — topics that collectively have 1.1M followers on Product Hunt. The dashboard above tracks how Product Patterns from Real Products performed against the three products that launched closest to it on the same day.
Who hunted Product Patterns from Real Products?
Product Patterns from Real Products was hunted by Riya Jawandhiya. A “hunter” on Product Hunt is the community member who submits a product to the platform — uploading the images, the link, and tagging the makers behind it. Hunters typically write the first comment explaining why a product is worth attention, and their followers are notified the moment they post. Around 79% of featured launches on Product Hunt are self-hunted by their makers, but a well-known hunter still acts as a signal of quality to the rest of the community. See the full all-time top hunters leaderboard to discover who is shaping the Product Hunt ecosystem.
For a complete overview of Product Patterns from Real Products including community comment highlights and product details, visit the product overview.
Riya Jawandhiya