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| Criterion |  Business Strategy GAP Analysis |  Growth A/B Testing |  Business Strategy Scenario Planning |  Product Discovery Assumption Mapping |
|---|---|---|---|---|
Purposedifferent | GAP Analysis compares the current state with a target picture and makes the distance manageable. It becomes useful when, ahead of new initiatives, it must become clear which capabilities, processes, or resources are missing. | 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. | Scenario Planning opens the view to several plausible futures instead of a single forecast. The method protects strategies from depending on too narrow an expected path. | When assumptions still sit unordered in the room, it weighs uncertainty against leverage. It makes visible which hypotheses should be checked first. |
Complexitydifferent | Medium | High | High | Medium |
Timedifferent | 1-3 h | 1-4 Wochen | 0.5-2 Tage | 45-60 min |
Participantsdifferent | 2-8 | 1-6 | 4-12 | 2-8 |
Formatdifferent | Workshop + async | Async | Workshop | Workshop + async |
Outputdifferent | Gap Matrix, Action Plan, Risk Notes | Experiment results, Decision log, Learning summary | Scenario Set, Strategic Implications, Robust Options | Assumption map, Test backlog, Risk ranking |
Tagsno overlap | StrategyAnalysisPlanning | ExperimentsGrowthAnalyticsValidation | StrategyUncertaintyPlanning | AssumptionsRiskExperimentsValidation |