AI-powered analysis of thousands of App Store reviews. Discover pain points, feature requests, and untapped opportunities — before your competitors do.
No credit card required · 3 free AI analyses included
Minimal, privacy-first step counter with no subscriptions...
Real output from a Health & Fitness category analysis
“Why do I need to pay $15/month just for a step counter? This used to be free.”
1,243 mentions
“My steps never sync properly. I have to force-quit and reopen every morning.”
891 mentions
“This app kills my battery before lunch. Had to uninstall.”
734 mentions
“Can't log my gym session without wifi. Pretty basic feature to be missing.”
612 mentions
“Too many screens, charts, and settings. I just want to track my daily runs.”
547 mentions
Browse 23 App Store categories or search by app name. Find your target market in seconds.
Pain points, feature requests & sentiment — analyzed in under 30 seconds. No manual reading required.
Opportunity scores, target audiences & market gaps you can act on today. Data-backed, not guesswork.
Browse 23 categories or search for any app. Free to explore — run your first AI analysis in seconds.
See exactly what frustrates users in any App Store category. Pain points are ranked by frequency and severity, with real review quotes so you can validate every insight.
“Why do I need to pay $15/month just for a step counter? This used to be free.”
“My steps never sync properly. I have to force-quit and reopen every morning.”
“This app kills my battery before lunch. Had to uninstall.”
Turn user frustrations into opportunities. Every app idea comes with an opportunity score, target audience, and the specific pain points it addresses — so you know exactly what to build and why.
A minimal, privacy-first step counter with no subscriptions. One screen, one purpose. Monetize with a single $2.99 IAP for premium widgets.
Gym-focused workout tracker that works 100% offline. Syncs data when you're back on wifi. No account required to start.
Analyze reviews from the US, UK, Canada, Australia, Germany, Japan, and more. Discover pain points that only exist in specific markets — your competitors aren't looking there.
Download any analysis in the format you need. Feed the data into your own spreadsheets, pitch decks, or product roadmaps. Your insights, your workflow.
Track keyword rankings across 15+ countries with daily updates. Get AI-powered keyword suggestions, spy on competitor keywords, and see rank changes over time — everything you need to optimize your App Store presence.
Save any pain point, app idea, or feature request with one click. Your bookmarked insights stay in one place, organized and ready when you need them.
“Looking for my next app idea without wasting months building the wrong thing”
Top feature:
App Ideas + Opportunity Scores
“Need to validate ideas before investing dev resources on a new project”
Top feature:
Category Analysis + Export
“Need data to prioritize our feature roadmap decisions based on real user pain”
Top feature:
Pain Points + Feature Requests
“I found a niche for a simple offline workout tracker in under 5 minutes. My previous method was scrolling App Store reviews for hours.”
— Alex K., Indie Developer, Berlin
“The opportunity scores are a game-changer. Instead of guessing, I can see exactly which ideas have the strongest market signal.”
— Sarah M., Solo Founder, Toronto
“We used the multi-country analysis to find that users in Japan wanted a completely different feature set. Saved us months of wrong assumptions.”
— Raj P., Product Lead, Singapore
Start with 3 free analyses. No credit card required.
3 analyses · No card needed
~$3.33/mo · Billed annually
~$10.00/mo · Billed annually
All plans include: full pain point & feature request access, AI-generated app ideas, unlimited browsing & search.
Minerly analyzes publicly available reviews from Apple's App Store. We cover 23 categories across 15+ countries, processing thousands of reviews to extract pain points, feature requests, sentiment patterns, and market opportunities.
Manually reading reviews takes hours and you'll miss patterns. Minerly uses AI to analyze hundreds of reviews in under 30 seconds, identifying recurring complaints, ranking pain points by impact, and generating concrete app ideas you'd never spot on your own.
Yes. Cancel with one click from your account settings. You keep access until the end of your billing period. No questions asked.
We continuously fetch fresh reviews from the App Store. When you run an analysis, you're working with the latest available data.
Currently Minerly focuses on Apple's App Store. Google Play support is on our roadmap — we'll announce it when it's ready.
Yes! Every new account gets 3 free AI analyses — no credit card required. You get the same full-quality results as paid users (Quick mode, US App Store). After your 3 free analyses, you can upgrade to Starter ($4.99/mo) for 3 monthly analyses across 6 countries, or Pro ($14.99/mo) for unlimited everything.
App ideas are generated from real patterns in real user reviews — actual frustrations and feature gaps. They're data-backed starting points, not random suggestions. The opportunity score reflects how strong the market signal is based on review volume and complaint frequency.
Minerly uses Claude by Anthropic for analysis. The AI reads reviews, extracts themes, identifies recurring pain points, and generates actionable insights — all in seconds.
Discover profitable app opportunities backed by real App Store data — in seconds, not hours.
No credit card required.