Market Intelligence for Developers
Know what the market
actually needs.
What brings you here?
I want to build something people actually need.
Find validated pain points from 0 real user complaints. Stop guessing, start solving.
Explore pain points →I want a portfolio that proves I can ship.
Get market-backed project specs instead of another todo app. Show recruiters you solve real problems.
View recommended specs →Both? Start with either — it's the same data, different lens.
Detected Opportunities
What the agent found.
SMS sender ID approval process takes months with excessive documentation require
"We already subscribed for premium plan for 5 months and we did not get approved for sms SENDER ID .. Customer service no..."
"SMS notification service with streamlined sender ID verification process"
Product options app has bugs and instability when used with Shopify POS
"La aplicación es buena para la parte de venta online, pero no tiene una verdadera compatibilidad con el POS, tiene bugs ..."
"Product options app with full Shopify POS compatibility and offline support"
Cannot edit WhatsApp message template for order verification
"Usless app, canno't edit whatsapp template"
"Order verification app with fully customizable WhatsApp and SMS templates"
How it works
From raw complaints to validated opportunities.
Collect
Scrape real complaints at scale
Classify
AI detects actionable pain points
Score & Rank
Market intelligence scoring
Transparent Scoring
How we rank pain points.
No black box. Every pain point gets a 0-10 severity score based on five measurable signals.
Data scale: 0 reviews across 365 apps → 30 actionable pain points
One dataset, two superpowers
Same market intelligence. Your goal decides how to use it.
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✓
Find validated pain pointsReal complaints from real users — not hypothetical problems
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See competitor revenue estimatesKnow how much money is already flowing to broken solutions
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Track pain velocityProblems getting worse = growing market opportunity
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Build portfolio projects that matterSolve real market problems instead of another todo app
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Learn in-demand tech stacksSee what tools and frameworks companies actually need help with
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Talk market at interviewsShow domain knowledge that most candidates don’t have
Pricing
Start free. Upgrade when you need depth.
Job Seekers & Indie Builders
- Top 30 sweet spot opportunities
- 14 cross-validated details
- 3 PDF spec reports/month
- Weekly data refresh
Startups & Professional Teams
- All 160+ pain points & raw data
- Revenue Gap ticker & analysis
- Unlimited AI specs & interviews
- Daily data updates + API
Put 675 cross-validated market gaps in your portfolio — not another to-do list.
When every candidate shows the same CRUD app, you show a solution to a problem 0 users are screaming about. That's the difference.
Build on 0 users' frustration, not hypotheses. That's the most reliable revenue model.
Every complaint in this dataset is a customer willing to pay for a better solution. We just told you where the money is leaking.
The market is already talking.
Are you listening?
0 reviews. 365 apps. 675 cross-validated opportunities.
Open Dashboard — Free