I built a test mode to help founders stop building on compliments
Most startup validation advice ends with “talk to users” or “get a waitlist.”
The problem: compliments, clicks and email signups often look like demand — until nobody changes behaviour.
I built Needly to make the first 7 days of validation more concrete. You describe an idea, then Test Mode asks you to set:
• the riskiest assumption
• the right target user
• a strong signal (time, money, effort or a real commitment)
• the threshold that would make you Keep, Pivot, Drop — or say Inconclusive
It is not trying to predict a market or tell founders what to build. The goal is simpler: help you run a small test before spending months building.
I would really value honest feedback:
- What evidence would make you take an idea seriously?
- How should a tool separate “bad idea” from “wrong audience, weak distribution or a bad test”?
Try the beta: https://needly-rho.vercel.app/
I’m especially looking for founders who are actively deciding whether to build something.
The distinction I would want is between a failed idea and a failed test. If the right people never saw the offer, or could not understand it, that should probably be inconclusive rather than Drop. I would separate qualified exposure from response and define both before the test starts. For example: 50 store owners reach the page, 5 run the demo, and 2 try their own data. If qualified exposure stays near zero, that points to distribution. If people arrive but will not take the next step, that is stronger product or messaging evidence. That split would make the result feel much more trustworthy.