Find startup ideas hidden in app reviews
Choose an iOS or Android app. GapFind turns recurring complaints into ranked product opportunities, validation steps, and a practical launch blueprint—before you spend months building the wrong thing.
No account or subscription · Secure Stripe checkout · Three full examples are free
Analysis Progress
Included in every custom BlueprintTry a sample app to see GapFind in action
Everything you need to validate ideas
From discovery to launch — a structured workflow for turning review evidence into testable product hypotheses.
Illustrative output preview. Names and figures below demonstrate the report format, not GapFind customer counts.
Pain Point Clusters
AI-ranked by severity & frequency
+ more clusters in your analysis
Review Search
Search & filter real user reviews
"The app keeps crashing every time I try to sync my data across devices..."
"Why can't I use this offline? Such a basic feature..."
AI Opportunities
Creative product ideas from real gaps
SyncGuard Pro
Under-servedCross-device sync reliability layer for productivity apps
Where to Find Users
Communities with outreach templates
Relevant conversations about this product problem
Places to interview experienced users
Engaged audience posting daily
Marketing Copy
6 copy types from real user language
"Tired of losing work to sync failures? You're not alone."
"Protect your work when sync lets you down."
"Built from real complaints, not assumptions."
Headlines, subheadlines, CTAs, ads, email & more
Launch Blueprint
6-week roadmap & action plan
Validate
Customer interviews & landing page
Build MVP
Core feature development
Launch & Grow
Community outreach & first users
Includes risk assessment & business plan
From search to blueprint in minutes
Pick any app. We scrape hundreds of real reviews, find the gaps, and hand you the opportunity.
Search any app
Type a name or paste an App Store link. We search both iOS and Android to find the exact app.
AI deep-dive
We can analyse up to 500 selected reviews, cluster complaints, identify patterns, and surface opportunities worth testing.
Get your blueprint
Ranked opportunities with buildability scores, competitor analysis, validation tools, and a launch roadmap.
Structure messy review research faster
Instead of manually sorting hundreds of reviews, use the recurring evidence to decide what deserves deeper customer interviews, competitor research, and a demand test.
Simple, honest pricing
Inspect three full examples for free. Pay once when you want a custom app analysis.
Free Samples
No signup required
- 3 fully unlocked sample reports
- Every Blueprint section included
- See exactly what you'll get
Full Blueprint
One-time payment
- Full analysis for your chosen app
- Ranked product opportunities
- Validation toolkit & templates
- Business plan generator
- 6-week launch roadmap
- Community finder & outreach
- Cross-app intelligence
- AI chat assistant
One-time payment, instant access
Multi-Report
One-time payment
- Everything in Full Blueprint
- Analyse up to 5 apps
- Compare competitors side-by-side
- Best for market research
Ready to find your gap?
Search any app and get your analysis in minutes.