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| Criterion |  Growth Hooked Model |  Decision Making PERT Estimation |  Product Discovery Riskiest Assumption Test |
|---|---|---|---|
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. | On complex initiatives, a plain average tends to understate just how uncertain the outcome really is. It separates options, evaluation criteria, and open risks. The result is captured as a PERT Estimate, Expected Value, and Risk Notes. | When an idea hinges on one critical unknown, it prioritizes testing that exact piece of uncertainty first. It separates problem, assumption, solution, and evidence. The result is captured as a prioritized list of assumptions, a test plan, and a result report. |
Complexitysame | Medium | Medium | Medium |
Timedifferent | Multiple workshops over several weeks | 15-45 min | 1-2 Wochen pro Iteration |
Participantsdifferent | 2-8 | 1-8 | 2-6 |
Formatsame | Workshop + async | Workshop + async | Workshop + async |
Outputdifferent | Hooked loop, Trigger map, Reward design, Ethics check | PERT Estimate, Expected Value, Risk Notes | Prioritized Assumption List, Test Plan, Results Report |
Tagsno overlap | GrowthBehaviorRetention | EstimationUncertaintyRisk | ExperimentsValidationDiscoveryAssumptions |
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