Meet the market
before you build.
Pitch an idea to a synthetic cohort of thousands of simulated people across 1,000 regions, grounded in live X sentiment, and read demand, pricing and product–market fit as a distribution. Under a minute per run.
A spread, not a single opinion.
The cohort drops through the board and lands across five reactions. Point at a bin to see its share and count from the example run of 4,860 respondents; press space to rerun.
Most ideas die from guesswork.
Founders build for months on a hunch and then discover nobody wanted it. Traditional validation is too slow, too expensive and too shallow to catch it in time.
Surveys are slow
Weeks to recruit, run and analyse, long after you have committed to building.
Research is expensive
Quality panels and interviews cost thousands, so most founders skip them.
Friends are polite
“That is a great idea” is not demand. You need honest reactions from the actual market.
From live signal to a verdict.
Grok reads how people talk about the problem right now: the wants, the complaints, the skepticism.
Thousands of personas with a region, income, occupation and tech comfort, grounded in that live signal.
Every region and segment cell reacts: adoption, willingness to pay, the questions asked and the reasons to hesitate.
About 5,000 responses are aggregated into one fit score with a confidence level, strongest and weakest markets and a price.
Built to behave like the people you are building for.
Grounded in real conversation
Cohorts are anchored to live public sentiment on X, so reactions track what people are saying today, not a static template.
Genuinely diverse
Regions, income bands, occupations and tech comfort all vary. A founder in São Paulo and a retiree in Osaka do not react the same.
A distribution, not a sample
One opinion is noise. The model runs 1,000 region and segment cells and reports the spread, so you see where the fit is strong and where it is not.
Captures the why
Validation is about objections and willingness to pay. Cohorts surface the top reasons people hesitate and what each market would pay.
A market you can interrogate.
Not a single number. A picture of who would adopt it, what they would pay and why they would hesitate.
- 01Fit scoreA 0–100 verdict with a confidence level, so you know how much to trust it.
- 02Region heatmapWhere the idea lands and where it does not, region by region.
- 03Willingness to payA recommended price and what each market would pay per month.
- 04Top objectionsThe reasons people hesitate, with suggested ways to resolve them.
- 05VoicesRepresentative quotes and the questions the market is already asking.
“I would switch if it integrated with my existing tools. What does onboarding look like?”
Priya, 31 · product manager · BangaloreStop guessing. Simulate the market.
Every simulation also enriches a shared signal layer, so cohorts in the same space get sharper over time. Premium includes five runs a month; extra runs are $9.99 each.