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| Criterion |  Growth Pirate Metrics AARRR |  Growth A/B Testing |  Business Strategy Strategy Execution Loop |  Growth Growth Experiment |
|---|---|---|---|---|
Purposedifferent | 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. | 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. | The Strategy Execution Loop helps avoid treating strategy as a one-off document. It makes visible how strategic decisions are turned into objectives, initiatives, operational work, measurement, and learning. | When growth ideas surface quickly, the temptation to build immediately instead of learning is high. A Growth Experiment frames an assumption so target group, lever, and measurement are clear before the first deployment. |
Complexitydifferent | Medium | High | High | Medium |
Timedifferent | 1-2 h Setup, laufend | 1-4 Wochen | Initial 3-6 h, then monthly or quarterly reviews | 1-2 Wochen |
Participantsdifferent | 2-8 | 1-6 | 5-12 | 1-6 |
Formatdifferent | Workshop + async | Async | Workshop + async | Workshop + async |
Outputdifferent | AARRR funnel, Metric baseline, Experiment backlog | Experiment results, Decision log, Learning summary | Execution Loop, Review Cadence, Strategic Learning Log | Experiment card, Result summary, Next bet |
Tagsno overlap | GrowthMetricsExperiments | ExperimentsGrowthAnalyticsValidation | ExecutionCadenceLearningGovernance | MarketingGrowthExperimentsLearning |