FEATURES · DISCOVERY
Stop guessing what to build
The discovery pipeline continuously scans the internet, finds underserved app opportunities, and scores every idea so you know exactly what is worth building.
Idea Score
Meal Planner for Allergies
87Idea Score
Meal Planner for Allergies
87HOW IT WORKS
18 signal sources, monitored around the clock
Fresh data continuously from app stores, forums, review sites, social platforms, and developer communities. Two automated passes pull each raw signal apart: pass one identifies the core problems people are complaining about or wishing for; pass two generates two to three concrete app ideas that could solve each problem. One mention is noise; the same pain point across four weeks is a signal worth promoting.
18 sources · two-pass extraction · evidence clustering
Listen
Pull fresh signals from 18 sources across app stores, forums, review sites, social, and dev communities.
Extract
Pass one strips noise and identifies the core problems people are complaining about or asking for.
Generate
Pass two turns each problem into two to three concrete app ideas with different angles, audiences, and business models.
Cluster
Cross-cycle clustering promotes pain points that recur week after week and demotes one-off noise.
SIGNAL RADAR · EXAMPLE
100-POINT SCORING RUBRIC
Four categories. Fully transparent. See why any idea ranked where it did.
| Item | Description | Strength |
|---|---|---|
| Market opportunity | Market size, growth, real demand signals, and willingness to pay. Is the market real and growing? | 35 pts |
| Competitive landscape | How crowded the space is, how strong incumbents are, and whether there is a gap users keep complaining about. | 25 pts |
| Buildability | Can a solo founder or small team realistically ship and run this, given technical and platform complexity? | 20 pts |
| Monetization | Is there a proven way to charge: subscription, one-time, or in-app, with healthy revenue per user? | 20 pts |
Solo-founder viability, novelty, and competitive moat act as bonus adjustments on top of the four core dimensions. Final score is capped at 100.
A REAL SCORE, BROKEN DOWN
The rubric, applied to a real idea
Every idea carries its full scorecard: the headline number, each category it earned, and the evidence behind it. Nothing is a black box.
SEE WHAT THE PIPELINE HAS FOUND