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Selected:Pirate Metrics AARRRStrategic, Tactical and Operational PlanningAssumption MappingA/B Testing
| Criterion |  Growth Pirate Metrics AARRR |  Business Strategy Strategic, Tactical and Operational Planning |  Product Discovery Assumption Mapping |  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. | 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. | When assumptions still sit unordered in the room, it weighs uncertainty against leverage. It makes visible which hypotheses should be checked first. | 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 h Setup, laufend | 90-180 min | 45-60 min | 1-4 Wochen |
Participantsdifferent | 2-8 | 4-12 | 2-8 | 1-6 |
Formatdifferent | Workshop + async | Workshop | Workshop + async | Async |
Outputdifferent | AARRR funnel, Metric baseline, Experiment backlog | Planning Levels Map, Cadence Model, Planning Artifact Inventory | Assumption map, Test backlog, Risk ranking | Experiment results, Decision log, Learning summary |
Tagsno overlap | GrowthMetricsExperiments | CadenceGovernanceExecution | AssumptionsRiskExperimentsValidation | ExperimentsGrowthAnalyticsValidation |