The headline
A large share of early, unvalidated ideas don’t survive structured validation. Most ideas that reach structured validation have at least one claim that doesn’t hold — and they need meaningful course-correction before they’re investor-ready, whether structurally (KILL), directionally (PIVOT), tactically (DEFER), or conditionally (CGO).
This is not a pessimistic finding. A PIVOT verdict can lead a founder to a stronger idea; a DEFER verdict identifies timing issues that, once resolved, clear the path to a GO. Early course-correction is the point of verification.
Failure pattern analysis
When a verdict turns out hard, we coded each case against the 12 Idea Validation lenses. These are the lenses that most often carry the failure. A single verdict may trigger multiple lenses. We’ll publish how frequently each one triggers once the sample is large enough to report honestly.
By sector
Idea Validation evaluates ideas across these sectors. Fintech and SaaS are the highest-volume categories at pre-seed, and founders in these categories tend to make the most aggressive claims about market size and competitive moat. The per-sector breakdown will be included when we publish the aggregate distribution.
Methodology
When we publish the aggregate distribution, it will be a public record, not a marketing document. The notes below explain exactly what will be counted, what will be excluded, and why.
A verdict is logged only when a complete Idea Validation run produces one of five outcomes: GO, CONDITIONAL GO, PIVOT, KILL, or DEFER. Pulse runs abandoned before the 12-lens pass completes are excluded. Internal test runs on synthetic briefs are excluded. Every entry is a real submission from a real founder.
Earlier verdicts from the private beta will be excluded because the scoring rubric differed in that period. We do not publish data we cannot stand behind entirely, and any published distribution will name the dated period and Idea Validation version it covers.
No founder names, company names, or sector details precise enough to identify a submission will be published without explicit consent. Sector labels are assigned by the verifier and reviewed for accuracy. To request exclusion from any aggregate data, email verdicts@thrivefinity.uk.
The verdict methodology is explained at /verdict-distribution, where we’ll publish the aggregate distribution once the sample is statistically meaningful. For research enquiries, contact research@thrivefinity.uk.
Before you raise
Most founders who run Idea Validation need some level of course-correction. The ones who find out early fix it. The ones who find out in a meeting with a managing partner don't.
Pulse tier is free. No credit card. Verdict in 15 minutes.