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| Criterion |  Product Discovery Smoke Test |  Systems Thinking Intervention Mapping |  Decision Making Assumption Surfacing |
|---|---|---|---|
Purposedifferent | 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. | Intervention Mapping translates a need for change into a planned, evaluable program. The method connects target group, determinants, actions, and measurement into a traceable chain. | 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. |
Complexitydifferent | Low | High | Low |
Timedifferent | 1-5 Tage | 1-5 Tage | 45-90 min |
Participantsdifferent | Nutzertraffic | 4-12 | 2-8 |
Formatdifferent | Async | Workshop + async | Workshop + async |
Outputdifferent | Interest Metrics, Conversion Signal, Learning Note | Logic Model, Change Objectives, Intervention Components, Evaluation Plan | Assumption List, Critical Assumptions, Learning Plan |
Tagsno overlap | ValidationExperimentsDemandGrowth | ChangeSystems thinkingCapability | AssumptionsRiskDecisionDiscovery |
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