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| Criterion |  Growth A/B Testing |  Growth Pirate Metrics AARRR |  Business Strategy Balanced Scorecard |  Business Strategy Ansoff Matrix |
|---|---|---|---|---|
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. | 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. | Balanced Scorecard translates strategy into a few interconnected perspectives and metrics. It holds impact, steering, and learning together in daily work instead of narrowing strategy down to financial figures. | The Ansoff Matrix organizes growth options by market and product relation. It helps weigh expansion, diversification, and adaptation cleanly against each other. |
Complexitydifferent | High | Medium | High | Low |
Timedifferent | 1-4 Wochen | 1-2 h Setup, laufend | Halber Tag bis mehrere Wochen | 45-90 min |
Participantsdifferent | 1-6 | 2-8 | 4-12 | 2-8 |
Formatdifferent | Async | Workshop + async | Workshop + async | Workshop + async |
Outputdifferent | Experiment results, Decision log, Learning summary | AARRR funnel, Metric baseline, Experiment backlog | Balanced Scorecard, Strategic Measures, Initiative Map | Ansoff Matrix, Growth Options, Risk Notes |
Tagsno overlap | ExperimentsGrowthAnalyticsValidation | GrowthMetricsExperiments | StrategyMetricsExecution | GrowthStrategyMarketPortfolio |