AI market research for founders

Know if your SaaS idea deserves the build.

Get a focused market brief on the audience, alternatives, demand, positioning, and names—before development costs start.

Audience needs and pain points
Competitors and open positions
Demand language, names, and live sources
View a sample report /2 free credits · no card required

New validation

1 credit

Include the customer, problem, and expected outcome.

0 / 2,000

Sign in to run the check. New accounts include 2 free credits.

The output

A report built to answer “should I keep going?”

Every section makes the idea more concrete: who cares, what exists today, which language signals demand, and where the risk is still too high.

  1. 01

    Describe the customer and job

    Give the research enough context to find the right market language.

  2. 02

    Review evidence and alternatives

    Separate useful signals from assumptions and current workarounds.

  3. 03

    Choose the next experiment

    Turn the report into an interview, pricing test, or build decision.

Open the sample report

Market reality check

AI meeting notes for busy teams

7 min read

Demand

Promising

Competitors

6 found

Sources

4 cited

Audience map

Primary segment, urgent needs, and pain points.

2 pages

Competitive landscape

Current alternatives and open positioning.

3 pages

Demand language

Search terms and questions your market already uses.

1 page
Directional research for faster decisions—not a guarantee of product success.

A focused workflow

One brief. Four useful decisions.

Replace scattered tabs and generic AI summaries with a structured first pass you can use before choosing what to build.

01

Find the buyer

Clarify the audience, urgent job, and pain points worth researching first.

02

Read the market

Review current alternatives, positioning, and demand language in one place.

03

Shape the angle

Spot underserved segments and the questions your landing page should answer.

04

Choose the next test

Decide whether to narrow, interview, price-test, launch, or stop.

Early feedback

Useful before impressive.

What early builders said while using the report to pressure-test their ideas.

“literally my 5 months of market and user research was shown to me in 5min with this tool! scary and exciting! but glad to know i did a good job haha , good job with this amazing product!!”
u/Safe_Zucchini1777·r/saas·127 upvotes
“That is freaking interesting man! Keep on doing this site. I love The gold mine, What's Missing sections.”
u/thethmuu_ r/saas · 89 upvotes
“Thanks. I tried it and it helped me structure my business idea and find competitors”
u/joanaarchitecture r/saas · 156 upvotes
“This is so good! I typed in my old business and the responses were exactly what I did which generated sales and success. I love the google trends, it would also be good to see how its trending on tiktok or youtube/linkedin. Thank you so much for doing this work, so well done!!!”
u/MakerLife r/saas · 203 upvotes

Start from a category

Need a sharper first prompt?

Choose a starting point, then edit it with the customer and problem in mind.

FAQ

Before you spend a credit.

The short version: this is a research aid, not a crystal ball.

View a completed report
How accurate is the report?

The report combines AI synthesis with live web research to surface relevant signals and sources. It is designed to improve your next decision, not guarantee demand or success. Verify important assumptions with potential customers.

Do I need an account?

Yes. A free account keeps reports, credits, and saved outcomes attached to you. New accounts include two free credits, and no card is required to start.

Who is this built for?

Indie hackers, solo founders, and small teams deciding whether to narrow, test, launch, or stop an idea before committing development time.

What if competitors already exist?

Existing competitors are useful market evidence. The report maps their positioning, customer segments, pricing patterns, and gaps so you can evaluate a differentiated angle.

What happens after the free report?

You can unlock a deeper strategy report with competitor strengths and weaknesses, risk mitigations, monetization options, and additional research links.

How is this different from customer research?

It is a fast first-pass brief, not a replacement for customer interviews or product tests. Use it to decide which assumption deserves deeper research.