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| Criterion |  Growth A/B Testing |  Business Strategy SWOT Analysis |  Product Discovery Test Card |  Business Strategy Ansoff Matrix |
|---|---|---|---|---|
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. | 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. | The Test Card turns a critical assumption into a testable claim and specifies in advance which result counts as success. | The Ansoff Matrix organizes growth options by market and product relation. It helps weigh expansion, diversification, and adaptation cleanly against each other. |
Complexitydifferent | High | Low | Low | Low |
Timedifferent | 1-4 Wochen | 30-60 min | 20-35 min | 45-90 min |
Participantsdifferent | 1-6 | 3-12 | 1-5 | 2-8 |
Formatdifferent | Async | Workshop | Workshop + async | Workshop + async |
Outputdifferent | Experiment results, Decision log, Learning summary | SWOT matrix, Strategic options, Action list | Test Card with a pre-set threshold | Ansoff Matrix, Growth Options, Risk Notes |
Tagsno overlap | ExperimentsGrowthAnalyticsValidation | StrategyAnalysisMarketPositioning | ExperimentsValidationDiscoveryHypothesis | GrowthStrategyMarketPortfolio |