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| Criterion |  Product Discovery Assumption Mapping |  Growth Hooked Model |  Product Discovery Test Card |
|---|---|---|---|
Purposedifferent | When assumptions still sit unordered in the room, it weighs uncertainty against leverage. It makes visible which hypotheses should be checked first. | The Hooked Model helps clarify engagement loops, user behavior, and experiments. It makes repeat behavior measurable and captures the result as a hooked loop, trigger map, and reward design. | The Test Card turns a critical assumption into a testable claim and specifies in advance which result counts as success. |
Complexitydifferent | Medium | Medium | Low |
Timedifferent | 45-60 min | Multiple workshops over several weeks | 20-35 min |
Participantsdifferent | 2-8 | 2-8 | 1-5 |
Formatsame | Workshop + async | Workshop + async | Workshop + async |
Outputdifferent | Assumption map, Test backlog, Risk ranking | Hooked loop, Trigger map, Reward design, Ethics check | Test Card with a pre-set threshold |
Tagsno overlap | AssumptionsRiskExperimentsValidation | GrowthBehaviorRetention | ExperimentsValidationDiscoveryHypothesis |
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