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| Criterion |  Growth Funnel Analysis |  Operations RACI Matrix |  Decision Making RAPID |  Growth A/B Testing |
|---|---|---|---|---|
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. | In complex management decisions, clarity is often missing about who recommends, who agrees, and who makes the decision. RAPID creates this assignment and stabilizes decisions across several levels. | 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 | Medium | Low | Medium | High |
Timedifferent | 1-3 h | 45-90 min | 45-90 min | 1-4 Wochen |
Participantsdifferent | 1-5 | 2-8 | 3-12 | 1-6 |
Formatdifferent | Async | Workshop + async | Workshop + async | Async |
Outputdifferent | Funnel report, Drop-off analysis, Optimization hypotheses | RACI Matrix, Responsibility Map, Decision Notes | RAPID Role Map, Recommendation, Decision Log | Experiment results, Decision log, Learning summary |
Tagsno overlap | AnalyticsConversionGrowth | RolesResponsibilityGovernanceOperations | DecisionRolesGovernance | ExperimentsGrowthAnalyticsValidation |