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| Criterion |  Growth Pirate Metrics AARRR |  Business Strategy McKinsey 7S |  Growth A/B Testing |
|---|---|---|---|
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. | McKinsey 7S checks whether Strategy, Structure, Systems, Shared Values, Skills, Style, and Staff fit together. Organizational misalignments become visible across multiple levers as a result. | 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 | High |
Timedifferent | 1-2 h Setup, laufend | 2-4 h | 1-4 Wochen |
Participantsdifferent | 2-8 | 3-12 | 1-6 |
Formatdifferent | Workshop + async | Workshop | Async |
Outputdifferent | AARRR funnel, Metric baseline, Experiment backlog | 7S Assessment, Alignment Gaps, Change Actions | Experiment results, Decision log, Learning summary |
Tagsno overlap | GrowthMetricsExperiments | OrganizationStrategyAlignmentChange | ExperimentsGrowthAnalyticsValidation |
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