App Store Analyzer

AI-Powered Competitive Intelligence

Know your market before you build.

Enter a keyword. Get instant AI analysis of real App Store reviews across your competition โ€” top features users love, pain points they hate, and the gaps nobody has filled yet.

Download on the App Store

What you get

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Top Valued Features

What users consistently praise across competing apps in your category.

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Common Pain Points

Frustrations users keep complaining about โ€” your opportunity to do better.

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Differentiation Opportunities

Gaps in the market that no competitor has solved yet.

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Quick Wins

The highest-impact improvements to ship first, based on real review data.

How it works

1. Enter a keyword

Search any App Store category โ€” "habit tracker", "invoice app", "meditation".

2. AI reads the reviews

Claude AI analyzes hundreds of real user reviews across the top competing apps.

3. Get your report

Receive a structured competitive intelligence report with per-app breakdowns and market size estimates.

Built for

Indie devs & product teams

Stop spending days on manual App Store research. App Store Analyzer delivers the insight that used to take hours โ€” in minutes. No guesswork, no surveys. Just real data from real users.