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| Criterion |  Growth Funnel Analysis |  Operations RACI Matrix |  Growth A/B Testing |  Decision Making DACI |
|---|---|---|---|---|
Purposedifferent | When many visitors or users drop off along the way, the reason behind the number often stays hidden. Funnel Analysis exposes these transitions and makes visible exactly where the path collapses. | With unclear responsibilities across several roles or areas, the method creates unambiguous accountability logic. It reduces friction because decision, execution, contribution, and information become separately visible. | 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. | In cross-functional decisions, responsibilities quickly blur between approval, influence, and execution. DACI arranges these roles so decision pressure, contribution, and information stay cleanly separated. |
Complexitydifferent | Medium | Low | High | Low |
Timedifferent | 1-3 h | 45-90 min | 1-4 Wochen | 30-60 min |
Participantsdifferent | 1-5 | 2-8 | 1-6 | 2-10 |
Formatdifferent | Async | Workshop + async | Async | Workshop + async |
Outputdifferent | Funnel report, Drop-off analysis, Optimization hypotheses | RACI Matrix, Responsibility Map, Decision Notes | Experiment results, Decision log, Learning summary | DACI Matrix, Decision Owner, Decision Log |
Tagsno overlap | AnalyticsConversionGrowth | RolesResponsibilityGovernanceOperations | ExperimentsGrowthAnalyticsValidation | DecisionRolesGovernanceAlignment |