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Selected:Strategic, Tactical and Operational PlanningPirate Metrics AARRRRiskiest Assumption TestA/B Testing
| Criterion |  Business Strategy Strategic, Tactical and Operational Planning |  Growth Pirate Metrics AARRR |  Product Discovery Riskiest Assumption Test |  Growth A/B Testing |
|---|---|---|---|---|
Purposedifferent | 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 an idea hinges on one critical unknown, it prioritizes testing that exact piece of uncertainty first. It separates problem, assumption, solution, and evidence. The result is captured as a prioritized list of assumptions, a test plan, and a result report. | 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 | 90-180 min | 1-2 h Setup, laufend | 1-2 Wochen pro Iteration | 1-4 Wochen |
Participantsdifferent | 4-12 | 2-8 | 2-6 | 1-6 |
Formatdifferent | Workshop | Workshop + async | Workshop + async | Async |
Outputdifferent | Planning Levels Map, Cadence Model, Planning Artifact Inventory | AARRR funnel, Metric baseline, Experiment backlog | Prioritized Assumption List, Test Plan, Results Report | Experiment results, Decision log, Learning summary |
Tagsno overlap | CadenceGovernanceExecution | GrowthMetricsExperiments | ExperimentsValidationDiscoveryAssumptions | ExperimentsGrowthAnalyticsValidation |