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| Criterion |  Growth Funnel Analysis |  Decision Making Cynefin Workshop |  Growth Hooked Model |  Decision Making Argument Mapping |
|---|---|---|---|---|
Purposedifferent | When many visitors or users drop off along the way, the reason behind the number often stays hidden. Funnel Analysis exposes these transitions and makes visible exactly where the path collapses. | When problems are unclear, chaotic, or only seemingly familiar, standard recipes fall short. A Cynefin Workshop sorts situations by the nature of their problem and connects them with matching action logic. | 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 statements, evidence, and counterarguments get mixed up, a debate quickly loses its structure. Argument Mapping breaks a thesis down into its reasoning and makes visible what it really rests on. |
Complexitysame | Medium | Medium | Medium | Medium |
Timedifferent | 1-3 h | 60-180 min | Multiple workshops over several weeks | 1-3 h |
Participantsdifferent | 1-5 | 4-20 | 2-8 | 1-8 |
Formatdifferent | Async | Workshop | Workshop + async | Workshop + async |
Outputdifferent | Funnel report, Drop-off analysis, Optimization hypotheses | Cynefin Map, Domain-specific Actions, Sensemaking Notes | Hooked loop, Trigger map, Reward design, Ethics check | Argument Map, Evidence Gaps, Decision Rationale |
Tagsno overlap | AnalyticsConversionGrowth | ComplexitySensemakingDecision | GrowthBehaviorRetention | SensemakingDecisionRationale |