App Store Opportunities

We analyze real user reviews from the App Store to surface the apps people love to hate. Every complaint is a business opportunity. Every 1-star review is someone telling you exactly what to build next.

Our analysis reads through low-star reviews per app, identifies recurring pain points, and surfaces concrete product angles you could build to capture frustrated users. We show you the complaint volume and rating signal so you can size the opportunity before writing a single line of code.

The best businesses aren't built from scratch. They're built by finding products people already pay for, identifying what those products get wrong, and building a better version. That's what this page is for.

Why App Store reviews are a gold mine for builders

When someone leaves a 1 or 2-star review, they're telling you exactly what's broken, what's missing, and what they'd pay for instead. Multiply that across hundreds of reviews and clear patterns emerge: features that don't work, pricing that's too aggressive, workflows that are too complex for the average user.

Turning complaints into products

The most successful indie products often start as a better version of something that already exists. Plausible started as a simpler Google Analytics. Linear started as a faster Jira. The pattern repeats: find a product with frustrated users, identify the specific frustration, and build a focused alternative that solves that one thing well.