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| Criterion |  Growth Hooked Model |  Facilitation Expectation Mapping |  Growth A/B Testing |
|---|---|---|---|
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. | When roles, interfaces, or projects fail because of differing expectations, Expectation Mapping surfaces these differences. It shows what each side takes for granted and where the pictures diverge. | When two variants compete, discussions quickly decide by taste rather than effect. A/B Testing checks behavior under controlled conditions and separates real improvement from chance or expectation effects. |
Complexitydifferent | Medium | Low | High |
Timedifferent | Multiple workshops over several weeks | 45-90 min | 1-4 Wochen |
Participantsdifferent | 2-8 | 3-12 | 1-6 |
Formatdifferent | Workshop + async | Workshop | Async |
Outputdifferent | Hooked loop, Trigger map, Reward design, Ethics check | Expectation Map, Alignment Notes, Agreements | Experiment results, Decision log, Learning summary |
Tagsno overlap | GrowthBehaviorRetention | AlignmentStakeholdersTeam | ExperimentsGrowthAnalyticsValidation |
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