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| Criterion |  Growth Funnel Analysis |  Decision Making DACI |  Growth A/B Testing |  Decision Making Decision Rights Mapping |
|---|---|---|---|---|
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. | 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. | 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 organizations with many stakeholders, it often blurs who actually decides and who is merely consulted. It separates options, evaluation criteria, and open risks. The result is captured as a Decision Rights matrix and an agreement. |
Complexitydifferent | Medium | Low | High | Medium |
Timedifferent | 1-3 h | 30-60 min | 1-4 Wochen | 90-180 min |
Participantsdifferent | 1-5 | 2-10 | 1-6 | 4-12 |
Formatdifferent | Async | Workshop + async | Async | Workshop |
Outputdifferent | Funnel report, Drop-off analysis, Optimization hypotheses | DACI Matrix, Decision Owner, Decision Log | Experiment results, Decision log, Learning summary | Decision Rights Matrix, Agreement |
Tagsno overlap | AnalyticsConversionGrowth | DecisionRolesGovernanceAlignment | ExperimentsGrowthAnalyticsValidation | DecisionGovernanceAlignmentResponsibility |