AI Product Opportunity
For students & career switchers

Everyone's portfolio proves they can code. Yours should prove you can choose.

The tutorial project and the clone are indistinguishable across a thousand applications, because they answer a question nobody asked. A project chosen from cited evidence answers a different one: here is a real, recurring problem, here is why I picked it over the alternatives, here is who would pay for it. That is the story that survives an interview.

Why students and career switchers use it

Every opportunity comes with its evidence attached, so your write-up opens with sources instead of an invented premise.

Time to MVP is a scored dimension — pick something you can genuinely finish this semester rather than abandon in week six.

The Free plan opens two domains and scores five of your own ideas a month, no credit card.

Live from the leaderboards

The boards students and career switchers watch

Live free-tier snapshots from domains where a well-chosen student project is genuinely useful.

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

Free is a real plan, not a trial — two domains and five idea evaluations a month. Personal is there if a project turns into something.

Compare all plans →

Questions students and career switchers ask

Frequently asked questions

Can I use this without paying?

Yes. The Free plan opens two domains, shows the full analysis on the opportunities it covers, and includes five of your own idea evaluations a month — no credit card. It is a real plan rather than a countdown trial.

How do I pick something I can finish?

Time to MVP is one of the four Buildability dimensions, scored per opportunity, alongside feasibility and data availability. Filtering for a short time to MVP is the single most useful move for a project that has to ship inside a term or a job search.

What makes an evidence-backed project better in an interview?

It changes the question you get asked. A cited problem lets you talk about why this and not that — the trade-off, the evidence, the buyer — which is the judgement interviewers are actually probing for and which a clone of a well-known app gives you no material for.

I'm switching careers from another field. Does my background help?

Considerably, and it is worth using deliberately: pick the domain board closest to the field you're leaving. You will read the cited complaints faster and more accurately than someone coming to that industry cold, which is exactly the advantage a career switcher has and rarely uses.

Can I get my own idea scored before I build it?

Yes — submit it and it is scored on the same sixteen dimensions with the same evidence rules as every board opportunity, including which dimensions were capped for lack of verified evidence. That breakdown is also good material for the project write-up itself.

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, non-technical domain experts, angel investors and no-code builders.