Validate your app idea before you write a line of code.
Get a data-driven go / caution / no-go verdict before you build. We analyze 750+ data points including iOS, Android, Reddit, and reviews.
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How it works
From idea to verdict in minutes. No account dashboard, no complexity.
Describe your app idea
A few words is enough. "Habit tracker for busy professionals" works.
Pipeline runs 155+ searches
App Store, Play Store, Reddit, reviews—cross-referenced and verified. Zero prompt engineering required.
Get PDF verdict via email
Detailed report with GO/CAUTION/NO-GO verdict, revenue estimate, and differentiators.
3 months building.
0 downloads.
You've been there. Months of nights and weekends, perfecting features nobody asked for. Launch day comes. Crickets.
The problem wasn't your code. It was the market. A quick validation would've saved you from a saturated niche with funded competitors.
App Store Reality Check
The middle ground barely exists
Never reach 1,000 downloads
Reach 100,000+ downloads
Source: Appfigures / Statista 2024
See what you get
A real sample report for "Language Learning App for Travelers". This is exactly what you'll receive via email.
Viable but competitive. Clear differentiation required.
46/100
95 competitors analyzed
Competition Analysis
iOS (App Store)
| App | Rating | Reviews | Strength | Weakness |
|---|---|---|---|---|
| Duolingo | 4.7 | 4.8M | Strong | Slow progression |
| Babbel | 4.7 | 714K | Strong | Subscription-only |
| Travel Phrasebook | 4.6 | 802 | Medium | Limited languages |
Android (Play Store)
| App | Rating | Reviews | Strength | Weakness |
|---|---|---|---|---|
| Duolingo | 4.6 | 41M | Strong | Gamification over depth |
| Memrise | 4.5 | 1.5M | Strong | Premium features locked |
What Users Hate (Pain Points)
- “Slow progression for travel cramming”(34 reviews)
- “Mainstream apps stay superficial”(28 reviews)
- “Poor resources for less popular destinations”(19 reviews)
Differentiation Opportunities
- Offline-first survival phrases (travel necessity)
- Scenario-specific micro-learning (dining, transport)
- Hyper-local dialect support (underserved gap)
Real data from actual pipeline run
What's in the report
Everything you need to make a GO/NO-GO decision. Data-driven, not opinion-based.
Competition analysis
Top competitors on iOS and Android with ratings, review counts, and weakness assessment.
Revenue estimate
Conservative range based on category benchmarks. Treat as directional, not guaranteed.
Pain points from reviews
Real complaints extracted from competitor reviews. Know what users hate before you build.
Store guidelines check
AI scan against App Store and Play Store policies. Catch red flags before submission.
Differentiators to build
Specific features mapped to pain points. Not generic advice—evidence-backed opportunities.
Room to win assessment
Can you beat incumbents? We check update staleness, rating gaps, and monetization complaints.
Why not just use ChatGPT?
You could. But here's what you'd be missing.
Not just AI. A validation pipeline.
Every report runs a multi-stage pipeline that ChatGPT simply can't replicate. The LLM is just one piece—the real value is the orchestration.
ChatGPT imagines competitors. We verify them against live App Store data.
4+ hours of manual research. Or 2 minutes.
Simple, one-time pricing
No subscription. No recurring billing. Buy credits, use them whenever.
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Try it out
10 credits = 1 validation
$0.90/credit
- Full PDF report
- iOS + Android analysis
- Revenue estimate
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Best value
30 credits = 3 validations
$0.63/credit
- Everything in Solo
- 3 full reports
- 30% savings per validation
Serial Founder
For idea machines
100 credits = 10 validations
$0.49/credit
- Everything in Builder
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- 45% savings per validation
One-time payment. Credits never expire. No account required until checkout.
Built on transparency, not hype
No testimonials. No guarantees. Just honest analysis from real data.
Privacy first
We email your report and delete everything. 24h retention. No human review. Your app ideas stay yours.
750+ data points analyzed
App Store, Play Store, Reddit threads, reviews, and social discussions. Not guesswork.
Professional-grade pipeline
155+ real-time searches, multi-source verification, and hallucination prevention. Not a ChatGPT wrapper.
Honest limitations
AI estimates are directional, not guaranteed. We give you data to make your own decision.
Average sources analyzed per validation
IdeaProbe is a validator, not a guarantee. Market conditions change. Your execution matters more than any analysis. AI can make mistakes. Always verify important information.
Frequently Asked Questions
Honest answers. No marketing fluff.