From Finnish mythology — the mill that produces endless wealth
AI product scoring
that knows
your strategy
Every competitor uses generic AI scoring. Idea Sampo reads your actual backlog and strategy — so Strategic Fit is a real dimension, not a guess.
A 9-agent Council scouts web signals, scores each idea across market size, competitive moat, technical feasibility, and more — then hands you the winners with PRDs ready to ship.
14-day free trial · No credit card required
What makes this different
The Council reads
your backlog
Generic scoring tools evaluate ideas against an imaginary company. Idea Sampo evaluates ideas against your actual strategy, product history, and what your team has already built.
"Strategic Fit" scores an idea as high only if it extends your real capabilities and customer base — and low if it duplicates work you've already shipped. That's a dimension your competitors can't replicate because they don't know your backlog.
Backlog-aware
Council penalises ideas that duplicate work already built or planned.
Strategy-specific
Your company context shapes every dimension score — not a generic ESG template.
Per-user context
Beta users score against their own company context — not your internal roadmap.
How it works
Signal to validated idea in three steps
Signals
AI scouts Hacker News, Reddit, GitHub Trending, App Store reviews, EU regulations, and more — every week, automatically.
Council
9 AI agents debate every idea: six scoring specialists (market, moat, feasibility, revenue, timing, novelty), two adversarial agents (Bull and Bear), and a Judge who synthesises the verdict.
PRD
Go ideas get a full Product Requirements Document with user stories, P0/P1/P2 features, and success metrics — ready for your team.
The Council
Not one AI. Nine.
Bull argues why the idea could be massive. Bear tears it apart. Judge synthesizes. Six scoring specialists evaluate market size, competitive moat, technical feasibility, revenue potential, speed to market, and novelty — all calibrated to your strategy and backlog. Every idea gets a 1–10 score and a Go / No-Go verdict.
Pricing
Flat per workspace · 14-day free trial on all plans
Pro
- ✓Unlimited idea generation
- ✓PRD for every Go idea
- ✓3 users
- ✓All 19 signal sources
- ✓Competitor analysis
- ✓Council reads your backlog
Team
- ✓Everything in Pro
- ✓Unlimited users
- ✓Custom signal sources
- ✓Obsidian vault as Council context
- ✓Per-user company context
- ✓API access
No credit card required to start · Cancel anytime