Stress-Test Conversion Evidence and Deal Repeatability
Evaluate the statistical strength and qualitative rigor of sales conversion evidence against venture-building standards. The founder critically assesses whether closed deals stem from genuine product-market fit or non-repeatable founder charm and personal networks.
Stress-testing conversion evidence prevents the venture from declaring commercial validation prematurely based on warm legacy network sales. It ensures the commercial engine is built on scalable market demand rather than personal favours.
An evidence audit report scoring deal repeatability, prospect detachment from founder network, deal profitability, and contract velocity. The founder must clearly categorise closed deals as either cold validation or warm network traction.
Five questions an expert would ask when reviewing your output
Use these to challenge assumptions, pressure-test your logic, and check the quality of this action's output in the context of the parent task and wider venture development.
- 1
What percentage of your closed revenue originated from completely cold prospects with zero previous founder connections?
- 2
How do you prove that prospect buying decisions were driven by product value rather than founder charisma?
- 3
What proportion of prospects who encountered your top objection ultimately converted into paying customers?
- 4
Where does the current sales evidence fall short of proving a predictable customer acquisition cost?
- 5
How robust is your proof that paying clients are achieving the return on investment promised during the demo phase?