Validate your idea against real businesses and a need people have.

It reads the forums and reviews where your buyers complain, then puts a number on what businesses like yours actually earn — from a set of 145,000 anonymised records. Every claim links to its source.

Run your idea · first run free

What comes back.

Six parts, back in about four minutes. Every claim carries its source under it. The parts it could not fill say so, instead of filling themselves.

The verdict

A yes or a no in one sentence, and the five checks it came from. Weak ideas get a no.

The evidence

What real buyers say about the tools they already pay for. Every quote links to the thread it came from. The compliments matter most: they are what a new tool has to beat.

The competition

The tools already out there, what they charge, and the free fix people use instead. That free fix is usually the real rival.

The money

What people said out loud they would pay. A Proof run adds what businesses closest to your idea actually earn, from a set of 145,000 anonymised records. Ranges, never a number we made up.

Where to start

Public threads where someone has already asked for a fix, each with a drafted reply you edit and post yourself. It never sends anything — no email, no messages.

What’s missing

Everything it could not cite, kept apart and marked. A thin answer stays thin.

What a run costs.

A full run spends 10 credits. An evidence-only run spends 3. Your first run is on us. See credits and plans.

Before you run one.

How is this different from a validator that gives me a score?

A score is a number a language model made up. You get a yes or a no in one sentence, with the sources under it. You can argue with the call and still keep the proof.

Where does the evidence come from?

Public talk — Reddit, small forums, reviews and comment threads. Every quote links to the thread it came from, so none of it rests on trusting us.

What if it doesn’t find anything?

Then the report says so. It marks an empty part empty instead of padding it out. What it could not cite is kept apart from what it could. Finding nothing is a real result — and the cheapest no you will ever get.

How long does a run take?

About four minutes. It runs on our side, so you can close the tab and come back to it.

Do I need my own API keys?

No. Runs use our pipeline. Write the idea, pick a depth, go.

Will it post to forums for me?

No. It cannot post anywhere, and it cannot send email or messages. It finds public threads where somebody asked for a fix and drafts a reply. You read it, edit it, and post it yourself, from your own account.

Do I get company names, or anyone’s contact details?

No, and there is nothing to give you. The business records are anonymised: no names, no websites, no contact details of any kind, nothing that could identify a company. They exist to work out what businesses like yours earn, and a range is what comes back.

Do I get a landing page to test with?

No. Runs do not build one right now. You get the research, the source behind every claim, and the threads where these buyers already talk.

Can I get my data out, or delete it?

Both, from Settings. The export is everything we hold on your account. The deletion removes your runs and reports. It does not just hide them.