Hi Product Hunt, I built AppUncover to solve a problem I kept running into: building mobile apps in a vacuum. I used to spend months coding features only to realize the market was saturated or I was solving the wrong problem entirely. Manual market research takes days. You have to read through hundreds of competitor reviews, track ASO difficulty across stores, and try to spot missing features. AppUncover automates this entire workflow. You just enter an app idea or a keyword, and the platform scrapes both the App Store and Google Play. It synthesizes competitor data, extracts the most common user complaints from bad reviews, and generates a structured market intelligence report with an Opportunity Gap Score. You get immediate clarity on whether a niche is worth pursuing. (And once you validate the idea, we also included an AI chat studio to help you prototype the React Native code). I would love for you to try running a report on your next app idea. Let me know your feedback on the data quality and what other metrics you would like to see!

AppUncover

Generate deep market intelligence reports for any app niche

Generate deep market intelligence reports for any app niche