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| Criterion |  Growth A/B Testing |  Business Strategy GAP Analysis |  Business Strategy Value Chain Analysis |
|---|---|---|---|
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. | 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. | 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. |
Complexitydifferent | High | Medium | High |
Timedifferent | 1-4 Wochen | 1-3 h | Half day |
Participantsdifferent | 1-6 | 2-8 | 3-8 |
Formatdifferent | Async | Workshop + async | Workshop |
Outputdifferent | Experiment results, Decision log, Learning summary | Gap Matrix, Action Plan, Risk Notes | Value Chain Map, Lever List |
Tagsno overlap | ExperimentsGrowthAnalyticsValidation | StrategyAnalysisPlanning | StrategyBusiness modelDiagnosisAnalysis |
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