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| Criterion |  Growth A/B Testing |  Operations RACI Matrix |  Product Discovery Smoke Test |  Decision Making Decision Rights Mapping |
|---|---|---|---|---|
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. | 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 demand only needs to be roughly verified, it tests interest with minimal effort. It measures whether people would take a next step at all. | 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 | High | Low | Low | Medium |
Timedifferent | 1-4 Wochen | 45-90 min | 1-5 Tage | 90-180 min |
Participantsdifferent | 1-6 | 2-8 | Nutzertraffic | 4-12 |
Formatdifferent | Async | Workshop + async | Async | Workshop |
Outputdifferent | Experiment results, Decision log, Learning summary | RACI Matrix, Responsibility Map, Decision Notes | Interest Metrics, Conversion Signal, Learning Note | Decision Rights Matrix, Agreement |
Tagsno overlap | ExperimentsGrowthAnalyticsValidation | RolesResponsibilityGovernanceOperations | ValidationExperimentsDemandGrowth | DecisionGovernanceAlignmentResponsibility |