Uncover Mobile App
Market Opportunities
From User Reviews
Access comprehensive data from App Store and Google Play Store, analyze 500,000+ user reviews and ratings to build your next successful competitor.
How Improved Apps Capture Market Share
See real examples of developers who identified user frustrations, built better alternatives, and captured significant market share.
Fail to open it / I've been using this app for years on the exact same account. Don't rely on their auto sync feature, you'll open the app one day and all your logs will be gone. I manually sync data every time I open the app. Yesterday when I opened it, the entire year of 2024 is missing except December. Lost data button doesn't work. I have irregular periods, PCOS, and I've been trying to have a baby so I've been tracking diligently for 3 years. All that information is gone!
— Flo Cycle & Period Tracker user
Flo Cycle & Period Tracker
FLO HEALTH UK LIMITED
Period Tracker Period Calendar
ABISHKKING LIMITED
Beam Tanning - Get Tan Fast
Titano Digital Teknoloji Limited
SPF: Tanning & UV Index App
BluPalms
Discover Keywords
Search any keyword to discover niche markets and find the right audience for your next mobile app. Unlimited keyword possibilities.
Analyze Competitors
Get insights into the top-performing apps for each keyword, and instantly identify their weaknesses and user complaints.
Get AI-Powered Insights
Our AI analyzes thousands of negative reviews to pinpoint specific user frustrations, turning them into actionable opportunities.
Key Insights at a Glance
Access comprehensive data, including keyword volume, app analytics, and user feedback.
App Store Research Pipelines
AI agents that mine app reviews for product opportunities
Create custom pipelines that scrape and analyze millions of reviews from Apple App Store and Google Play. AI identifies exactly what users hate — so you can build what they want.
Create a Pipeline
Pick your keywords, select which stores to scrape, and choose which star ratings to analyze. The AI agent handles the rest.
Structured Results
Every pipeline run produces organized, searchable results — pain points ranked by severity, feature gaps, and actionable opportunities.
AI-Powered Analysis
AI analyzes every review to extract structured insights you can act on immediately.
Insight Cards
Every pain point, feature gap, and opportunity is surfaced as a structured card with severity scores.
Deep Dive Reports
Comprehensive AI-generated reports with competitive analysis, market gaps, and product recommendations.
See It In Action
Discover How We Extract App Store Insights
See our comprehensive App Store and Google Play Store database in action. Explore the actual scraped data, user reviews, and market insights we've collected to help you identify opportunities.
Get Lifetime Access
One-time payment for unlimited access to App Store data and all core features. No recurring charges.
Lifetime Access • One-Time Payment
Lite - Lifetime Membership
Access to our continuously updating database of pain points, App Store insights, and SaaS ideas.
- App Store & Play Store analysis data
- Add your own keywords to the database
- G2 SaaS analysis data
- Upwork analysis data
- Capterra analysis data
- Curated problems and solutions from Reddit
- Advanced search functionality and filters
- View all historical data and insights
- Limited to 20 queries per day
One-time payment. Lifetime access. No recurring charges.
Start Mining App Store Opportunities Today
Stop guessing what mobile users want. Access comprehensive data from App Store and Google Play Store, analyze thousands of user reviews and ratings to discover untapped opportunities in the mobile market.