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| Criterion |  Growth A/B Testing |  Product Discovery Assumption Mapping |  Business Strategy SWOT Analysis |
|---|---|---|---|
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. | SWOT Analysis arranges strengths, weaknesses, opportunities, and threats into a compact picture of the situation. It keeps internal capabilities and external influences separate before strategic options emerge from them. |
Complexitydifferent | High | Medium | Low |
Timedifferent | 1-4 Wochen | 45-60 min | 30-60 min |
Participantsdifferent | 1-6 | 2-8 | 3-12 |
Formatdifferent | Async | Workshop + async | Workshop |
Outputdifferent | Experiment results, Decision log, Learning summary | Assumption map, Test backlog, Risk ranking | SWOT matrix, Strategic options, Action list |
Tagsno overlap | ExperimentsGrowthAnalyticsValidation | AssumptionsRiskExperimentsValidation | StrategyAnalysisMarketPositioning |
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