AI Product Opportunity
For indie hackers

You can build anything. But what's worth building?

Shipping was never your bottleneck — picking the right thing is. Instead of betting three months on a 2 a.m. hunch, start from product opportunities discovered in real market signals, each scored 0–100 with citations you can open before you write a line of code.

Why indie hackers use it

Solo-buildable by design: Buildability asks whether a small team can ship it with today's models and open tooling.

Monetization is 30% of the score — side projects that can actually charge, not vanity demos.

Submit your own idea and get it scored against the same evidence-backed formula, free.

Live from the leaderboards

The boards indie hackers watch

Live free-tier snapshots from the developer-flavored leaderboards indie hackers watch most.

DevOps & Platform Engineering

Live board

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Creator Economy

Live board

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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, then Personal opens six domains with full analysis on every opportunity — less than a domain name and a weekend of wasted build time.

Compare all plans →

Questions indie hackers ask

Frequently asked questions

I'm a solo developer — how is this different from browsing Hacker News and GitHub trending?

We sweep those same sources continuously (plus Reddit, arXiv, Product Hunt, marketplaces and the open web), but instead of raw popularity we extract the underlying pain points, generate product opportunities from them, and score each one 0–100 on demand, monetization, buildability and openness — with cited evidence for every claim. You get a ranked leaderboard, not an infinite feed.

Can I score my own idea?

Yes. Registered users can submit their own product idea and have it scored with the same evidence-backed formula used for every opportunity on the leaderboards, so you can see how your idea stacks up before committing to build it.

Are these ideas buildable by one person?

Buildability is one of the four scoring pillars (20% of the score) and it specifically asks whether a small team can ship the product with today's models, data and open tooling. High-buildability opportunities are exactly the ones a solo developer or tiny team can realistically execute.

Won't everyone see the same ideas I do?

The leaderboards rank opportunities, not finished products — execution, distribution and niche focus still decide winners. The Openness pillar also scores how contested a space already is, so you can deliberately pick opportunities incumbents haven't locked up.

What does it cost to start?

Nothing. The Free plan lets you browse leaderboards in a couple of domains with full analysis on every visible opportunity, no credit card required. Personal raises the score ceiling and opens more domains when you're ready.

More general questions are answered on the FAQ page.

Evidence first. Then conviction.

Free to start — no credit card required.

Also built for product managers, agencies and investors.