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| Criterion |  Systems Thinking VUCA Scan |  Business Strategy VRIO Framework |  Product Discovery Smoke Test |  Growth A/B Testing |
|---|---|---|---|---|
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 VRIO Framework rates resources and capabilities on whether they are Valuable, Rare, Inimitable, and Organized. It compares strengths, risks, market logic, and courses of action. The result is captured as a VRIO table and strategic actions. | 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 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 | Medium | Low | High |
Timedifferent | 30-90 min | 90-180 min | 1-5 Tage | 1-4 Wochen |
Participantsdifferent | 1-10 | 3-6 | Nutzertraffic | 1-6 |
Formatdifferent | Workshop + async | Workshop | Async | Async |
Outputdifferent | VUCA Map, Response Options, Signal and Learning Plan | VRIO Table, Strategic Actions | Interest Metrics, Conversion Signal, Learning Note | Experiment results, Decision log, Learning summary |
Tagsno overlap | SensemakingUncertaintyComplexityStrategyForesight | StrategyDiagnosisBusiness modelCapability | ValidationExperimentsDemandGrowth | ExperimentsGrowthAnalyticsValidation |