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| Criterion |  Growth Hooked Model |  Growth A/B Testing |  Innovation Reverse Brainstorming |  Product Discovery Assumption Mapping |
|---|---|---|---|---|
Purposedifferent | 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. | When two variants compete, discussions quickly decide by taste rather than effect. A/B Testing checks behavior under controlled conditions and separates real improvement from chance or expectation effects. | For persistent errors or blockages, the method shifts the view to the opposite of the desired effect. It exposes the mechanics of failure and makes hidden causes easier to grasp. This makes improvement more concrete and the problem clearer. | When assumptions still sit unordered in the room, it weighs uncertainty against leverage. It makes visible which hypotheses should be checked first. |
Complexitydifferent | Medium | High | Low | Medium |
Timedifferent | Multiple workshops over several weeks | 1-4 Wochen | 30-60 min | 45-60 min |
Participantsdifferent | 2-8 | 1-6 | 3-12 | 2-8 |
Formatdifferent | Workshop + async | Async | Workshop | Workshop + async |
Outputdifferent | Hooked loop, Trigger map, Reward design, Ethics check | Experiment results, Decision log, Learning summary | Reverse Ideas, Risk Themes, Solution Ideas | Assumption map, Test backlog, Risk ranking |
Tagsno overlap | GrowthBehaviorRetention | ExperimentsGrowthAnalyticsValidation | BrainstormingIdeationCreativityRisk | AssumptionsRiskExperimentsValidation |