Market Fit AI
AI market research platform

Six built-in research roles and three depth levels, from a quick check to a full report, for the work you are about to pay for in time and ad spend.

Your market analytics team in a boxfor sales and marketing

From NSF I-Corps and schools to venture studios and agencies, teams use Market Fit AI for fundraising, campaigns, messaging, and sales. A single one-time run gets you in the door. Using it again and again is where the value adds up.

It is for marketing, brand and messaging, and revenue work, not a one-off demo you run once and forget.

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Not the same as a generic chatbot

Steps, real sources, and files you can use

Steps in order, not one chat

Six clear steps work like a small research team: who the buyer is, interviews, analysis, and what to do first. Deeper plans add more detail, not a longer random chat.

Based on what buyers really say

We start from what people are already saying and doing online. Deeper plans add competitors and, on the largest run, market size from trusted public data.

You get real deliverables

Stories, rankings, and language you can put in slide decks, ad tests, and sales follow-up. Built for the decisions you make with your team and your budget.

Built to support real decisions

Move past endless debates and messy sheets. Work in a process built for running research again and again, testing messages, and classes, clients, or many bets at once when you need to.

A clear, repeatable process

The same steps every time, with more detail when you pick a bigger plan. No endless back-and-forth with a single chat box.

Run it again and again

Built for real marketing life: new campaigns, message tests, and more than one product or client. Start over when your story or your audience changes.

From research to your next move

Turn what you learn into language for investors, paid ads, your site, and sales, without living in disconnected spreadsheets and slide drafts.

Who it is for

Who we work with

We focus first on university programs, accelerators, agencies, and growth teams, and we support other industries as you grow.

University & innovation programs

One platform for every class or batch. Lighter runs when you need speed, deeper runs when a team changes course.

Accelerators, I-Corps & studios

The same style of customer discovery the NSF I-Corps program teaches, without adding hours for mentors. Built to repeat for every team.

Venture studios & portfolio builders

Test each idea with solid evidence before you spend money to build, hire, or invest.

Marketing agencies

Go deep on who the buyer is and what to say, for each client. Bill it as pass-through or bundle it, without hiring in-house researchers.

Growth teams (smaller and mid-size businesses)

Market research without a full-time insights team. Run message tests, keep up with campaigns, and move to a bigger plan when you grow.
Also

Franchisors, EDCs & family offices

Big decisions still need real proof. We also support custom programs and enterprise options as you grow.
What teams use it for

More than a one-time “startup check”

The same system backs product and revenue work, not only a single “are we a fit?” moment. You get ongoing research help instead of a one-off report your competitors still patch together in slides.

Fundraising & investor story

Pressure-test the problem, the size of the market, and your traction story using language from real interviews, before you burn cash on the wrong bet.

Campaign planning & ad spend

Base themes, hooks, and angles on what your segments actually care about. Run again as you try new channels or messages.

Message tests, ads & creative

Try different wording, emotional angles, and objections before you spend on ads or agency time.

Sales support

Talk tracks, one-pagers, and answers to objections tied to real pain and real buying blockers, not generic “AI speak.”

Who to sell to (ideal customer) & leads

See who really buys, who just likes the idea, and where the budget is, so sales and content reach the right people.

Website, email & brand copy

Homepage, landing pages, and emails that sound like the people you want to reach, not like a template.

How it works

Move from guesses to something you can show your boss or your board, on a cycle you can repeat every month or when you change course.

1

Say who you are selling to, what you assume, and what you need to decide next: raise money, launch a campaign, or grow the pipeline.

2

Build customer segments and interview-style discovery so you are not only working from a gut feel.

3

Run a deeper analysis when the stakes are high, using a lighter or heavier plan to match the decision.

4

Use the copy and tests in market, then come back for the next launch or when you change direction.

From what you learn to what you do next

Open an account to pick a monthly plan or pay per run. Your workspace keeps segments, questions, and analysis in one place, so the next campaign or pitch does not start from a blank page.

Ready to run your market analytics team?

Create an account, choose how you want to pay, and move from gut feel to a story you can defend, on the schedule your budget and your campaigns need.

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