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| Criterion |  Growth A/B Testing |  Product Discovery Assumption Mapping |  Facilitation Dot Voting |
|---|---|---|---|
Purposedifferent | 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. | When assumptions still sit unordered in the room, it weighs uncertainty against leverage. It makes visible which hypotheses should be checked first. | When a workshop has produced too many options and the group needs to condense quickly, dot voting makes preferences visible in a short time. It bundles individual votes into a solid signal for the next selection. |
Complexitydifferent | High | Medium | Low |
Timedifferent | 1-4 Wochen | 45-60 min | 5-15 min |
Participantsdifferent | 1-6 | 2-8 | 3-20 |
Formatdifferent | Async | Workshop + async | Workshop |
Outputdifferent | Experiment results, Decision log, Learning summary | Assumption map, Test backlog, Risk ranking | Ranked list, Consensus signal, Shortlist |
Tagsno overlap | ExperimentsGrowthAnalyticsValidation | AssumptionsRiskExperimentsValidation | FacilitationVotingConsensusPrioritization |
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