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| Criterion |  Operations Visual Management |  Growth A/B Testing |  Agile Starfish Retrospective |  Product Discovery Smoke Test |
|---|---|---|---|---|
Purposedifferent | With high tempo and many parallel topics, the method makes status, deviations, and priorities visible at a glance. It reduces search effort and prevents what matters from getting lost in daily work. | 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. | When improvement options need to be sorted more finely than just start and stop, it brings observations into clear kinds of action. This makes visible what should be done more, less, newly, or continued. | 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. |
Complexitydifferent | Low | High | Low | Low |
Timedifferent | Ongoing | 1-4 Wochen | 45-90 min | 1-5 Tage |
Participantsdifferent | 1-20 | 1-6 | 4-12 | Nutzertraffic |
Formatdifferent | Workshop + async | Async | Workshop | Async |
Outputdifferent | Visual Board, Status Indicators, Exception Cues | Experiment results, Decision log, Learning summary | Starfish Board, Practice Changes, Experiments | Interest Metrics, Conversion Signal, Learning Note |
Tagsno overlap | SignalsOperationsVisual management | ExperimentsGrowthAnalyticsValidation | RetrospectiveImprovementExperimentsTeam | ValidationExperimentsDemandGrowth |