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AppUncover
Generate deep market intelligence reports for any app niche
AppUncover is an automated market research platform for mobile founders. Enter a keyword, and we analyze top competitors, scrape user reviews to find pain points, and track ASO data. Get a comprehensive report with opportunity scores and feature gaps so you know exactly what users actually want before you start coding.
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!
About AppUncover on Product Hunt
“Generate deep market intelligence reports for any app niche”
AppUncover was submitted on Product Hunt and earned 0 upvotes and 1 comments, placing #55 on the daily leaderboard. AppUncover is an automated market research platform for mobile founders. Enter a keyword, and we analyze top competitors, scrape user reviews to find pain points, and track ASO data. Get a comprehensive report with opportunity scores and feature gaps so you know exactly what users actually want before you start coding.
On the analytics side, AppUncover competes within Analytics, Marketing and Artificial Intelligence — topics that collectively have 1.1M followers on Product Hunt. The dashboard above tracks how AppUncover performed against the three products that launched closest to it on the same day.
Who hunted AppUncover?
AppUncover was hunted by Nam Le. 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 AppUncover including community comment highlights and product details, visit the product overview.
Nam Le