18 months is a long time to be wrong. The Knowu Idea Stress Test is a 10-point AI analysis against real frameworks — SWOT, market sizing, unit economics, red-team attacks, and failure modes. Know what a serious investor or co-founder would actually ask before you commit.
Every section is built on a named framework — Porter's Five Forces, Blue Ocean Criteria, SWOT, or a bottom-up financial model. You can verify every output. We show the methodology, not just the verdict.
Your market size from the bottom up — not from a VC slide. We calculate TAM, SAM, and SOM with explicit assumptions you can challenge.
Is this idea early, right on time, or already late? We map where you sit against the adoption curve and what that means for urgency.
How many factors can you eliminate, reduce, raise, or create versus the current market standard? Competition by design, not by accident.
Strengths, weaknesses, opportunities, and external killers — including the threats that founders routinely ignore because they're uncomfortable.
New entrants, buyer power, supplier power, substitutes, and rivalry — rated and explained. Where are the structural advantages in this market?
Bottom-up LTV, CAC, payback period, and gross margin assumptions. We flag the number that will kill the business if it's wrong.
The three most likely ways this specific idea fails — based on your inputs, not generic startup platitudes. With probability estimates.
How an adversary — a well-funded competitor, a regulatory change, or a platform shift — breaks your plan. And how you armour it.
The contrarian "no" narrative — the strongest objection a target customer would give. Written to make you uncomfortable, so your pitch doesn't have to.
Concrete next steps: what to validate, who to talk to, what to build or not build, and when to come back and reassess. A plan, not a summary.
We priced it below the objection threshold. If you won't pay $3 to stress-test an idea you're about to spend 18 months on, the validator isn't what you need.
The frameworks — Porter's, Blue Ocean, SWOT — are yours to verify. The AI applies them. You judge the output. No hallucinated facts. No confidently wrong conclusions.
"Intentionally priced below the objection threshold. Report quality converts; reviews do the rest."
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Once you know the idea is real, the next step is finding the right person to build it with. Your stress test surfaces what kind of partner you need — and Knowu's matching feed has them.
10 sections. Named frameworks. Actionable output. $3 — delivered to your inbox.