Product Tutorials
How to Use the App Store Database to Find Mobile App Opportunities
The App Store Database lets you analyze mobile app reviews from the App Store and Google Play. Search by keyword, browse by category, and discover pain points across thousands of apps. Use it to find mobile app ideas backed by real user frustrations.
Searching and browsing apps
Navigate to the App Store Database and search for apps by keyword or browse by category. The database covers thousands of apps with analyzed review data.
Each app profile shows review sentiment, common complaints, feature requests, and AI-generated analysis of the biggest pain points users experience.
Analyzing review data
The review analysis breaks down user feedback into categories: performance issues, missing features, UX frustrations, pricing complaints, and bugs. Each category shows volume and example quotes.
Look for patterns across competing apps. When users of 3+ apps in the same category complain about the same thing, that is a category-level opportunity.
Using App Store Pipelines
Pro members can create App Store Pipelines to monitor specific apps and keywords automatically. Set up tracking for apps in your target category and get notified when new pain points emerge.
Pipelines are especially useful for competitive monitoring — track your competitors' app reviews to stay informed about user frustrations you could address.
FAQ
Which app stores does BigIdeasDB cover?
BigIdeasDB analyzes reviews from both the Apple App Store and Google Play Store, covering thousands of apps across multiple categories.
Can I track specific apps over time?
Yes. Pro members can create App Store Pipelines to monitor specific apps and keywords with automated analysis.
Is the App Store Database useful for SaaS ideas too?
Yes. Many SaaS products start by solving problems identified in mobile app reviews. The complaints reveal what mobile-first users need, which can be addressed by web-based tools.
Related help pages
Guides
How to Analyze App Store Reviews to Find Mobile App Ideas
Learn how to mine App Store and Google Play reviews to find validated app ideas. Discover what users hate about popular apps and build something better.
Product Tutorials
How to Find App Ideas Using BigIdeasDB: From App Store Reviews to Product Specs
Guide to finding app ideas using BigIdeasDB's App Store Database and cross-platform analysis. Turn real user frustrations into validated app opportunities.
Product Tutorials
How to Use the Pain Points Database to Find Real User Frustrations
Guide to browsing BigIdeasDB's Pain Points Database. Search and filter real user complaints from Reddit, G2, Capterra, and Upwork to find problems worth solving.
