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| Criterion |  Product Discovery Pretotyping |  Product Discovery Smoke Test |  Decision Making Cynefin Workshop |  Growth A/B Testing |
|---|---|---|---|---|
Purposedifferent | Pretotyping clarifies whether a customer problem and solution idea create enough real demand. It separates problem, assumption, solution, and evidence, and captures the result as a pretotyping sketch, test setup, and conversion data. | 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. | 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. | 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 | Low | Low | Medium | High |
Timedifferent | Stunden bis wenige Tage | 1-5 Tage | 60-180 min | 1-4 Wochen |
Participantsdifferent | 1-4 | Nutzertraffic | 4-20 | 1-6 |
Formatdifferent | Workshop + async | Async | Workshop | Async |
Outputdifferent | Pretotyping sketch, Test setup, Conversion data, Go or no-go decision | Interest Metrics, Conversion Signal, Learning Note | Cynefin Map, Domain-specific Actions, Sensemaking Notes | Experiment results, Decision log, Learning summary |
Tagsno overlap | ValidationDemandMVP | ValidationExperimentsDemandGrowth | ComplexitySensemakingDecision | ExperimentsGrowthAnalyticsValidation |