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| Criterion |  Knowledge Modeling Knowledge Mapping |  Growth Hooked Model |  Decision Making Assumption Surfacing |  Growth Flywheel |
|---|---|---|---|---|
Purposedifferent | Knowledge Mapping makes knowledge, gaps, and transfer paths visible across a field. It fits when expertise should not just exist but also be findable and transferable. | 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. | Growth often breaks down where a reinforcing mechanism builds up too much friction. A Flywheel shows the cycle of value, repetition, and reinforcement meant to sustain growth. |
Complexitydifferent | Medium | Medium | Low | Medium |
Timedifferent | 1-3 h | Multiple workshops over several weeks | 45-90 min | 60-120 min |
Participantsdifferent | 3-12 | 2-8 | 2-8 | 3-8 |
Formatdifferent | Workshop | Workshop + async | Workshop + async | Workshop |
Outputdifferent | Knowledge Map, Critical Knowledge Areas, Transfer Plan | Hooked loop, Trigger map, Reward design, Ethics check | Assumption List, Critical Assumptions, Learning Plan | Flywheel Map, Friction Points, Growth Levers, Experiment Backlog |
Tagsno overlap | KnowledgeMappingRisk | GrowthBehaviorRetention | AssumptionsRiskDecisionDiscovery | GrowthRetentionConversion |