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Indie Builderstarted a discussion
How I turned thousands of app store reviews into product insights in seconds
If you’re building an app, one of the most valuable sources of product insight is already public: App Store and Google Play reviews. The problem is they’re messy. Thousands of reviews mentioning bugs, feature requests, UX frustrations, and random complaints. Reading them manually takes hours. So I built AppReviewLens. It analyses reviews from any app and surfaces the patterns that actually...
Hi Product Hunt 👋
I’m Naj, a solo builder. I built AppReviewLens after noticing founders often build apps without knowing what users actually want.
But the answers are already in App Store and Google Play reviews.
Think of this as a central place for app reviews where you can quickly understand what users love, hate, and request.
Before writing code, read the reviews.
Would love feedback from the PH community.

AppReviewLensFind startup ideas hidden in app reviews
Indie Builderleft a comment
One thing I realised while building this is that a lot of product insight is already publicly available. It is just buried inside app store reviews. If you are building an app, try looking at your competitors’ reviews on the App Store or Google Play. Users constantly mention things like • missing features • frustrating UX • bugs • things they wish the product could do The challenge is that...

AppReviewLensFind startup ideas hidden in app reviews
Indie Builderleft a comment
I’m Naj, a solo builder, and I built AppReviewLens after noticing the same mistake again and again. Founders build apps without really knowing what users want. But the answers are already out there in App Store and Google Play reviews. Every day thousands of users leave feedback about • missing features • frustrating UX • bugs • product gaps The problem is that manually reading thousands of...

AppReviewLensFind startup ideas hidden in app reviews
