AI Product Opportunity
For non-technical domain experts

You know the problem cold. You just can't tell what's buildable.

Fifteen years in a field leaves you with a list of problems nobody has fixed and no way to judge which of them today's AI can actually fix, or what building one would cost. Buildability answers exactly that question — feasibility, data availability, time to MVP, regulatory risk — in plain scored terms, so you can talk to a developer already knowing which of your ideas is a project and which is a research program.

Why domain experts use it

Feasibility and time to MVP tell you whether an idea is a few months of work or an open research problem — before you pay anyone to find out.

Regulatory risk is scored separately, which matters most in exactly the regulated fields experts tend to come from.

Submit the idea you've been carrying for years and have it scored against the same evidence-backed formula, free.

Live from the leaderboards

The boards domain experts watch

Live free-tier snapshots from professional fields where expertise, not code, is the scarce input.

Free-tier snapshot — the full boards, analysis and score history are one free sign-up away.

The plan that fits

Start free, upgrade when it pays for itself

Start free — five idea evaluations a month, no card. Personal opens six domains when you want the full board in your field.

Compare all plans →

Questions domain experts ask

Frequently asked questions

I can't code. Is any of this usable without a technical background?

The scores and evidence are written to be read, not compiled. Buildability is expressed as four plain dimensions — is it feasible, does the data exist, how long to a first version, how much regulatory exposure — which is the vocabulary you need to have a productive first conversation with a developer or agency.

How do I know an idea from my field is actually novel?

The Openness pillar scores white space and differentiation, and absence claims are licensed by a live disconfirming search that actually surveyed the field rather than by citing a document. It is the closest thing to an honest answer to “does this already exist” — and when the search didn't run, the dimension stays capped instead of pretending.

Will my idea be visible to other people if I submit it?

Submitted ideas are evaluated with the same formula and the same evidence rules as everything else. The value for a domain expert is usually the diagnosis — which dimensions had verifiable evidence and which were capped for lack of it — rather than a place on a public board.

My field is heavily regulated. Does that automatically disqualify an idea?

No — regulatory risk is scored as one dimension out of sixteen, not a veto, and it carries the same weight as the other three Buildability dimensions. A high-regulation opportunity with strong demand and clear willingness to pay can still rank well; the score just tells you where the hard work will be.

What does it cost to test one idea?

Nothing. The Free plan includes five idea evaluations a month and browsing in two domains, no credit card required. Paid plans exist for people who want the full board across more fields, not as a gate on scoring your own idea.

More general questions are answered on the FAQ page.

Evidence first. Then conviction.

Free to start — no credit card required.

Also built for indie hackers, product managers, agencies, investors, startup founders, venture studios, corporate innovation teams, fractional ctos, ai & ml engineers, micro-saas operators, accelerators & incubators, product designers, growth marketers, angel investors, no-code builders and students & career switchers.