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| Criterion |  Growth Funnel Analysis |  Decision Making Decision 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. | When several options collide with several criteria, comparison quickly becomes subjective. A Decision Matrix makes the trade-off visible and brings weighting, criteria, and options into a shared logic. | 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 | Medium | 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 | Decision Matrix, Scoring Rationale, Selected Option | RAPID Role Map, Recommendation, Decision Log | Experiment results, Decision log, Learning summary |
Tagsno overlap | AnalyticsConversionGrowth | DecisionCriteriaScoringTradeoffs | DecisionRolesGovernance | ExperimentsGrowthAnalyticsValidation |