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.
One-time purchase · No subscription
* Free validation requires Google sign-in
We email your report and delete everything. 24h retention.
IdeaProbe Report
Sample
GO
Viability Score
0/100
Revenue Potential
$300-$800/mo
How it works
From idea to verdict in minutes. No account dashboard, no complexity.
1
Describe your app idea
A few words is enough. "Habit tracker for busy professionals" works.
2
Pipeline runs 155+ searches
App Store, Play Store, Reddit, reviews—cross-referenced and verified. Zero pr…
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.
One-time purchase · No subscription
* Free validation requires Google sign-in
We email your report and delete everything. 24h retention.
IdeaProbe Report
Sample
GO
Viability Score
0/100
Revenue Potential
$300-$800/mo
How it works
From idea to verdict in minutes. No account dashboard, no complexity.
1
Describe your app idea
A few words is enough. "Habit tracker for busy professionals" works.
2
Pipeline runs 155+ searches
App Store, Play Store, Reddit, reviews—cross-referenced and verified. Zero prompt engineering required.
3
Get PDF verdict via email
Detailed report with GO/CAUTION/NO-GO verdict, revenue estimate, and differentiators.
Your idea never leaves your inbox. We don’t store what you submit.
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
80%
Never reach 1,000 downloads
3.8%
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.
IdeaProbe Report
Language Learning for Travelers
CAUTION
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)
95 apps analyzed203 reviews read523 social posts
ideaprobe.io
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.
155 real-time market searches
Cross-referenced against live App Store data
Multi-source verification to prevent hallucination
Live data from iOS, Android, Reddit, reviews
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.
Your first validation is free
Solo
Try it out
$9
10 credits = 1 validation
$0.90/credit
- Full PDF report
- iOS + Android analysis
- Revenue estimate
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$19
30 credits = 3 validations
$0.63/credit
- Everything in Solo
- 3 full reports
- 30% savings per validation
Serial Founder
For idea machines
$49
100 credits = 10 validations
$0.49/credit
- Everything in Builder
- 10 full reports
- 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.
We email your report and delete everything. 24h retention. No human review. Your app ideas stay yours.
App Store, Play Store, Reddit threads, reviews, and social discussions. Not guesswork.
155+ real-time searches, multi-source verification, and hallucination prevention. Not a ChatGPT wrapper.
AI estimates are directional, not guaranteed. We give you data to make your own decision.
0apps analyzed
0pain points found
0Reddit threads
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.