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| Criterion |  Systems Thinking VUCA Scan |  Product Discovery Assumption Mapping |  Business Strategy Value Chain Analysis |  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. | When assumptions still sit unordered in the room, it weighs uncertainty against leverage. It makes visible which hypotheses should be checked first. | Value Chain Analysis shows where value is created, costs accrue, and differentiation becomes possible along the process. It compares strengths, risks, market logic, and courses of action. The result is captured as a value-chain map and lever list. | 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 | High | High |
Timedifferent | 30-90 min | 45-60 min | Half day | 1-4 Wochen |
Participantsdifferent | 1-10 | 2-8 | 3-8 | 1-6 |
Formatdifferent | Workshop + async | Workshop + async | Workshop | Async |
Outputdifferent | VUCA Map, Response Options, Signal and Learning Plan | Assumption map, Test backlog, Risk ranking | Value Chain Map, Lever List | Experiment results, Decision log, Learning summary |
Tagsno overlap | SensemakingUncertaintyComplexityStrategyForesight | AssumptionsRiskExperimentsValidation | StrategyBusiness modelDiagnosisAnalysis | ExperimentsGrowthAnalyticsValidation |