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| Criterion |  Growth Hooked Model |  Decision Making Assumption Surfacing |  Decision Making Decision Tree |
|---|---|---|---|
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. | Plans often contain assumptions that were never openly stated and remain dangerous precisely because of that. Assumption Surfacing makes these silent premises visible and prioritizes which of them carry the initiative or could sink it. | For decisions with follow-on paths and dependencies, a linear comparison is often not enough. A Decision Tree shows how options branch under conditions and which consequences hang on each branch. |
Complexitydifferent | Medium | Low | Medium |
Timedifferent | Multiple workshops over several weeks | 45-90 min | 30-90 min |
Participantsdifferent | 2-8 | 2-8 | 1-6 |
Formatsame | Workshop + async | Workshop + async | Workshop + async |
Outputdifferent | Hooked loop, Trigger map, Reward design, Ethics check | Assumption List, Critical Assumptions, Learning Plan | Decision Tree, Option Map, Assumption List |
Tagsno overlap | GrowthBehaviorRetention | AssumptionsRiskDecisionDiscovery | DecisionTreeOptions |
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