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Selected:Growth ExperimentStrategic, Tactical and Operational PlanningCounter MetricsPirate Metrics AARRR
| Criterion |  Growth Growth Experiment |  Business Strategy Strategic, Tactical and Operational Planning |  Product Strategy Counter Metrics |  Growth Pirate Metrics AARRR |
|---|---|---|---|---|
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. | When a headline metric could mask side effects, it adds guardrail signals against unwanted outcomes. It connects customer value, product logic, and decision priorities. The result is captured as a counter-metric list and guardrail definitions. | 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. |
Complexitydifferent | Medium | Medium | Low | Medium |
Timedifferent | 1-2 Wochen | 90-180 min | 30-60 min | 1-2 h Setup, laufend |
Participantsdifferent | 1-6 | 4-12 | 2-6 | 2-8 |
Formatdifferent | Workshop + async | Workshop | Workshop + async | Workshop + async |
Outputdifferent | Experiment card, Result summary, Next bet | Planning Levels Map, Cadence Model, Planning Artifact Inventory | Counter Metric List, Guardrail Definitions | AARRR funnel, Metric baseline, Experiment backlog |
Tagsno overlap | MarketingGrowthExperimentsLearning | CadenceGovernanceExecution | MetricsMeasurementStrategyExperiments | GrowthMetricsExperiments |