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| Criterion |  Growth Hooked Model |  Facilitation Expectation Mapping |  Product Discovery Smoke Test |
|---|---|---|---|
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 demand only needs to be roughly verified, it tests interest with minimal effort. It measures whether people would take a next step at all. |
Complexitydifferent | Medium | Low | Low |
Timedifferent | Multiple workshops over several weeks | 45-90 min | 1-5 Tage |
Participantsdifferent | 2-8 | 3-12 | Nutzertraffic |
Formatdifferent | Workshop + async | Workshop | Async |
Outputdifferent | Hooked loop, Trigger map, Reward design, Ethics check | Expectation Map, Alignment Notes, Agreements | Interest Metrics, Conversion Signal, Learning Note |
Tagsno overlap | GrowthBehaviorRetention | AlignmentStakeholdersTeam | ValidationExperimentsDemandGrowth |
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