
How to Make a Vibe-Coded App Look Professional (Not AI-Generated)
A practical polish pass for AI-built mobile apps: fix generic defaults, create a visual system, improve key screens, and use better prompts without starting over.
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Practical notes on product design, vibe coding, product personality, emotional UX, and the small moments that make an app feel considered.

A practical polish pass for AI-built mobile apps: fix generic defaults, create a visual system, improve key screens, and use better prompts without starting over.
Read the guide →
Learn how to brand an app with a practical workflow for positioning, naming, visual rules, accessible UI tokens, store assets, and launch review.
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Diagnose weak activation, feature adoption, repeat use, and retention, then choose and measure the right app-engagement intervention.
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A visual teardown of Duolingo’s onboarding, progress, streaks, feedback, characters, rewards, and social mechanics—with practical ideas other apps can adapt.
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