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| Criterion |  Operations Visual Management |  Growth Pirate Metrics AARRR |  Product Discovery Learning Card |  Growth A/B Testing |
|---|---|---|---|---|
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. | For products with complex usage paths, overall growth alone is too coarse to reveal bottlenecks. Pirate Metrics breaks the relationship with the product into consecutive stages and shows where the funnel actually leaks. | The Learning Card connects traceable test results to a reasoned next action while keeping the limits of the insight visible. | 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 | Low | Medium | Low | High |
Timedifferent | Ongoing | 1-2 h Setup, laufend | 25-40 min | 1-4 Wochen |
Participantsdifferent | 1-20 | 2-8 | 1-5 | 1-6 |
Formatdifferent | Workshop + async | Workshop + async | Workshop + async | Async |
Outputdifferent | Visual Board, Status Indicators, Exception Cues | AARRR funnel, Metric baseline, Experiment backlog | Learning Card with evidence and next action | Experiment results, Decision log, Learning summary |
Tagsno overlap | SignalsOperationsVisual management | GrowthMetricsExperiments | ExperimentsValidationDiscoveryLearning | ExperimentsGrowthAnalyticsValidation |