Every 30 minutes, AI scouts sweep Hacker News, Reddit, Kickstarter, GitHub, Product Hunt, X, and founder chatter — then score what they find on creativity and real-world problem fit. Only the ideas that survive make it here.
Open the Dashboard → … ideas rankedA three-stage pipeline turns raw internet noise into ranked, evidence-backed opportunities.
Every idea carries its evidence — expand any card in the dashboard to see exactly why it scored what it did.
| Dimension | Weight | What it measures |
|---|---|---|
| Problem severity | 25% | How painful, for how many people? |
| Creativity / novelty | 20% | Genuinely new, or a remix? |
| Market fit | 20% | Reachable buyer with budget? |
| Competitive gap | 15% | What exists — and where's the opening? |
| Scalability | 10% | Grows 10× without breaking? |
| Founder fit | 10% | Plays to our strengths? |
The bar is deliberately high. Most of the internet doesn't clear it.
The creativity gate is ruthless: if an idea can't name a real problem for real people, it's parked. Cleverness without pain is noise.
Every survivor is mapped against actual incumbents — not "no competition" hand-waving. The gap has to be specific and defensible.
Ideas are scored on go-to-market paths, sales channels, and whether the model survives 10× growth. Lifestyle businesses get parked.
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