What if your customer changed their mind six months ago and nobody told you?

Consider this your heads up. Your market has been talking — we've been listening. Real insights from real people in your target market — already collected, already interpreted, and waiting for you.

What if your customer changed their mind six months ago and nobody told you?

Consider this your heads up. Your market has been talking — we've been listening. Real insights from real people in your target market — already collected, already interpreted, and waiting for you.

The Insight Engine gives founders and product teams a continuous read on their market — so your decisions are based on what's true right now,
not what was true when you last looked.

The Insight Engine gives founders and product teams a continuous read on their market — so your decisions are based on what's true right now,
not what was true when you last looked.

Research has an expiration date. Nobody warns you.

The moment you finish research, the clock starts. It was always a snapshot. And then you put your head down and built. Four months passed. Maybe six. People lost jobs. AI took over half the internet. A whole ass pandemic happened once and we all had different priorities by Tuesday. The research you did in January is not the research you need in July. Nobody flagged it. You had 75 other things on fire.

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Research has an expiration date. Nobody warns you.

The moment you finish research, the clock starts. It was always a snapshot. And then you put your head down and built. Four months passed. Maybe six. People lost jobs. AI took over half the internet. A whole ass pandemic happened once and we all had different priorities by Tuesday. The research you did in January is not the research you need in July. Nobody flagged it. You had 75 other things on fire.

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Research has an expiration date. Nobody warns you.

The moment you finish research, the clock starts. Four months pass. People lose jobs. AI reshuffles everything. The research you did in January isn't what you need in July. Nobody flagged it.

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The tools that are supposed to help don't actually take anything off your plate.

SurveyMonkey still needs you to write the questions. UserTesting still needs you to recruit, schedule, watch, and analyze. Transcription tools still need you to do the interview first. They move the work around. They don't take it away.

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The tools that are supposed to help don't actually take anything off your plate.

SurveyMonkey still needs you to write the questions. UserTesting still needs you to recruit, schedule, watch, and analyze. Transcription tools still need you to do the interview first. They move the work around. They don't take it away.

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The tools that are supposed to help don't actually take anything off your plate.

SurveyMonkey needs you to write the questions. Transcription tools need you to do the interview first. They move the work. They don't remove it.

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And even if you wanted to fix it, getting buy-in is its own full time job.

Budget. Time. Recruiting. Analysis. Buy-in. That's the cost of one round of research — assuming your founder is already sold on doing it. And now there's a new argument you didn't see coming: just ask AI. Except nobody knows where that data came from or if it's a hallucination. So now you're defending the concept of real human data. Exhausting

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And even if you wanted to fix it, getting buy-in is its own full time job.

Budget. Time. Recruiting. Analysis. Buy-in. That's the cost of one round of research — assuming your founder is already sold on doing it. And now there's a new argument you didn't see coming: just ask AI. Except nobody knows where that data came from or if it's a hallucination. So now you're defending the concept of real human data. Exhausting

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And even if you wanted to fix it, getting buy-in is its own full time job.

Budget. Time. Recruiting. Analysis. Buy-in. One round of research. Then someone says just ask AI — and suddenly you're defending why real human data matters. Exhausting.

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So we built the Insight Engine.

It's a human-powered market research tool that surfaces quantitative and qualitative data about your exact target market — without you having to recruit a single person, write a single question, or schedule a single interview. Real people have already submitted their responses. You just get to benefit from the work that's already been done, filtered down to exactly who you care about.

Yeah, we know how that sounds.

And it doesn't just hand you data. It hands you data that's already been interpreted. So instead of staring at a spreadsheet trying to figure out what it means, you get answers you can actually do something with.

The best part? It doesn't wait for you to come looking. It comes to you.

See it for yourself.

We could tell you what the Insight Engine does. But honestly, it's easier to just show you.

Pick a scenario — each one is based on a real product problem. The format and depth you'll see is exactly what a real query returns. The data in this demo is illustrative.

At launch, real queries run against live responses from real people across the US — over 20,000 insights, collected since inception. Nothing fabricated. Nothing AI generated.


These are four ways in. The Insight Engine goes wherever your product questions do — what you're seeing here is just the beginning.

Insight Engine · Interactive Demo

Choose a scenario to see how the Insight Engine responds to a real founder question.

Scenario 01
Something changed and you don't know it yet
Fintech app · First-gen wealth builders
Scenario 02
I have a product and a hypothesis. Is it right?
Wearable · Fitness tracker feature
Scenario 03
I have a problem but I don't know who to build it for.
Mental health · Emotional regulation app
Scenario 04
I know my product and my user. Help me talk to them.
Productivity tool · Remote workers
This demo uses illustrative data to simulate Insight Engine outputs. Specific demographic breakdowns are intentionally excluded. Actual query results are drawn from real respondent data and vary by investigation.

Real data. Real people. Rigorously verified.
Every response was submitted by a real person — not scraped, not synthetic, not AI-generated. Open-text analysis, timestamp review, and account-level identity checks before anything surfaces in a query. What the engine returns is what real people actually said.

What you ask us stays with you.

Your questions, your context, your business — none of it trains any AI model. The value we provide comes from our data and our respondents. Not from learning what you're building.

AI surfaces the data. It doesn't invent it.

It doesn't pull from the internet. It doesn't fill gaps with assumptions. When data is thin, it tells you. Every answer includes respondent counts and verbatim quotes so you can see exactly what it found.

Ready to stop building blind?

Choose how you want in.

Founding Member - $99

You're not paying for a subscription. You're paying for a seat at the table before the table fills up.


  • Beta access before public launch

  • Seat at the roadmap prioritization table

  • Priority support at launch

  • Converts to Startup pricing at launch — $250/mo locked for 12 months, one customer segment*

  • $1,800 in savings over year one*


Non-refundable. Limited spots.

*Based on Startup vs. Basic tier pricing. See FAQ for full pricing details.


  • Beta access before public launch

  • Seat at the roadmap prioritization table

  • Priority support at launch

  • Converts to Startup pricing at launch — $250/mo locked for 12 months, one customer segment*

  • $1,800 in savings over year one*


Non-refundable. Limited spots.

*Based on Startup vs. Basic tier pricing. See FAQ for full pricing details.

Get Early Access - Free

Not ready to commit? No pressure. Get on the list and we'll reach out when it's your turn.



  • Access at launch, in sign-up order

  • First 100 to sign up: first month free

  • Option to upgrade to Founding Membership before public launch

Frequently Asked Questions

Frequently Asked Questions

Is this real data from real people? 


Yes. Every response in the Insight Engine dataset was submitted by a real person through Inciteful's platform — a community where people share their perspectives and life experiences in exchange for access to free coaching and support services. This is not scraped internet data. It is not AI generated. It is not synthetic.

Is this real data from real people? 


How do you make sure the data is accurate?

How do you make sure the data is accurate?

How many people are in the dataset?

How many people are in the dataset?

Who is the Insight Engine best suited for right now?

Who is the Insight Engine best suited for right now?

What kinds of questions can I actually ask it?

What kinds of questions can I actually ask it?

Will my questions train your AI model?

Will my questions train your AI model?

What happens when the data doesn't have an answer? 


What happens when the data doesn't have an answer? 


How is this different from just asking ChatGPT?

How is this different from just asking ChatGPT?

What is an ICP and how do I set one up?

What is an ICP and how do I set one up?

Is this a replacement for user research?

Is this a replacement for user research?

How current is the data and how often is it updated?

How current is the data and how often is it updated?

What will pricing look like at launch?

What will pricing look like at launch?

What do I get as a Founding Member?

What do I get as a Founding Member?

What happens after I sign up for the free waitlist tier?

What happens after I sign up for the free waitlist tier?

When does the Insight Engine launch?

When does the Insight Engine launch?