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Selected:Growth ExperimentStrategic, Tactical and Operational PlanningPirate Metrics AARRRA/B Testing
| Criterion |  Growth Growth Experiment |  Business Strategy Strategic, Tactical and Operational Planning |  Growth Pirate Metrics AARRR |  Growth A/B Testing |
|---|---|---|---|---|
Purposedifferent | 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. | It places decisions and artifacts at the right level. Strategic planning clarifies direction, tactical planning translates it into programs, and operational planning steers concrete processes. | 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. |
Complexitydifferent | Medium | Medium | Medium | High |
Timedifferent | 1-2 Wochen | 90-180 min | 1-2 h Setup, laufend | 1-4 Wochen |
Participantsdifferent | 1-6 | 4-12 | 2-8 | 1-6 |
Formatdifferent | Workshop + async | Workshop | Workshop + async | Async |
Outputdifferent | Experiment card, Result summary, Next bet | Planning Levels Map, Cadence Model, Planning Artifact Inventory | AARRR funnel, Metric baseline, Experiment backlog | Experiment results, Decision log, Learning summary |
Tagsno overlap | MarketingGrowthExperimentsLearning | CadenceGovernanceExecution | GrowthMetricsExperiments | ExperimentsGrowthAnalyticsValidation |