Free Startup Tool

Free Risk Assumption Validator

Find the riskiest assumptions behind your idea — desirability, viability, and feasibility — plus the cheapest test for each. No signup.

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How It Works

Step 1

Name Your Product and Audience

Tell us what you're building and who it's for.

e.g. InvoiceKit, for freelance designers

Step 2

Get Your Riskiest Assumptions

We map your idea against the classic Lean Startup risk framework: desirability (do people want it), viability (will they pay), and feasibility (can you build it).

e.g. 6 assumptions across 3 categories

Step 3

Run the Cheapest Test First

Each assumption ships with the cheapest experiment that would prove or disprove it — before you write a line of product code.

e.g. Post the problem (not the solution) in 2-3 communities

Step 4

Check the Demand Is Real

Before running any experiment, validate that people are already complaining about this problem using our free idea validator.

e.g. See real pain points from Reddit, Hacker News, and Indie Hackers

Frequently Asked Questions

What is a risk assumption in a startup context?

A risk assumption is something you're betting on being true without proof yet — that people want your product, that they'll pay enough for it, or that you can actually build and deliver it. The riskiest assumptions are the ones most likely to be wrong and most damaging if they are.

What do desirability, viability, and feasibility mean?

These are the three classic risk categories from Lean Startup methodology. Desirability asks whether people actually want this. Viability asks whether the business model works — will they pay enough, and can you acquire them affordably. Feasibility asks whether you can actually build and support it with the resources you have.

Why test the cheapest assumption first?

Building a full product to test whether people want it is the most expensive way to find out. Each assumption here comes with a lower-cost experiment — a landing page test, a handful of conversations, a manual "fake it" version — that surfaces the truth faster and cheaper than building first.

Is this an AI-generated risk analysis?

No — the assumptions and experiments are generated from a fixed Lean Startup framework applied to your product and audience, not an AI's guess. That means the same input always produces the same, predictable output, and it runs instantly with no API calls.

How is this different from the idea validator?

This tool maps out what you'd need to test to de-risk your idea. Our free idea validator instead checks whether people are already complaining about the underlying problem on Reddit, Hacker News, and Indie Hackers — real evidence of desirability, not a framework. Use both together: map your risks here, then check the desirability one against live data.

Is this really free?

Yes — generating your risk assumptions and experiments is completely free with no signup required.