Unvalidated hypothesis
AI output or team opinion
What counts as validation evidence?
Evidence becomes stronger as customers commit real time, reputation, money and continued use.
Attention & statements
Views, likes, surveys and interviews
Action evidence
Bookings, submitted material, referrals and completed trials
Transaction & adoption
Deposits, payments, real use and repeat purchase