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| Criterion |  Systems Thinking VUCA Scan |  Business Strategy Ansoff Matrix |  Growth A/B Testing |  Product Discovery Smoke Test |
|---|---|---|---|---|
Purposedifferent | The VUCA Scan helps read difficult situations more precisely. Instead of treating unclarity as generally complicated, the method separates fast change, missing knowledge, systemic entanglement, and ambiguous interpretation. | The Ansoff Matrix organizes growth options by market and product relation. It helps weigh expansion, diversification, and adaptation cleanly against each other. | 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 demand only needs to be roughly verified, it tests interest with minimal effort. It measures whether people would take a next step at all. |
Complexitydifferent | Low | Low | High | Low |
Timedifferent | 30-90 min | 45-90 min | 1-4 Wochen | 1-5 Tage |
Participantsdifferent | 1-10 | 2-8 | 1-6 | Nutzertraffic |
Formatdifferent | Workshop + async | Workshop + async | Async | Async |
Outputdifferent | VUCA Map, Response Options, Signal and Learning Plan | Ansoff Matrix, Growth Options, Risk Notes | Experiment results, Decision log, Learning summary | Interest Metrics, Conversion Signal, Learning Note |
Tagsno overlap | SensemakingUncertaintyComplexityStrategyForesight | GrowthStrategyMarketPortfolio | ExperimentsGrowthAnalyticsValidation | ValidationExperimentsDemandGrowth |