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| Criterion |  Knowledge Modeling IBIS |  Growth Hooked Model |  Product Discovery Assumption Mapping |
|---|---|---|---|
Purposedifferent | IBIS structures thinking about complex questions as a sequence of issues, ideas, and arguments. The method keeps discussions open without forcing them into premature consensus. | 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 assumptions still sit unordered in the room, it weighs uncertainty against leverage. It makes visible which hypotheses should be checked first. |
Complexitysame | Medium | Medium | Medium |
Timedifferent | 1-3 h | Multiple workshops over several weeks | 45-60 min |
Participantssame | 2-8 | 2-8 | 2-8 |
Formatsame | Workshop + async | Workshop + async | Workshop + async |
Outputdifferent | Issue Map, Positions, Argument Notes | Hooked loop, Trigger map, Reward design, Ethics check | Assumption map, Test backlog, Risk ranking |
Tagsno overlap | RationaleKnowledgeDecision | GrowthBehaviorRetention | AssumptionsRiskExperimentsValidation |
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