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| Criterion |  Decision Making OODA Loop |  Product Strategy Counter Metrics |  Growth Pirate Metrics AARRR |  Product Strategy KPI Tree |
|---|---|---|---|---|
Purposedifferent | In dynamic situations, decisions become outdated faster than they can be prepared. The OODA Loop holds observing, orienting, deciding, and acting together as a recurring rhythm so reaction does not slide into inertia. | 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. | When metrics across the organization drift apart, it arranges drivers and effects under one shared logic. It connects customer value, product logic, and decision priorities. The result is captured as a KPI tree and owner list. |
Complexitydifferent | Medium | Low | Medium | Medium |
Timedifferent | 15-60 min je Zyklus | 30-60 min | 1-2 h Setup, laufend | 90-180 min initial, dann laufend |
Participantsdifferent | 1-8 | 2-6 | 2-8 | 3-8 |
Formatsame | Workshop + async | Workshop + async | Workshop + async | Workshop + async |
Outputdifferent | Situation Assessment, Decision Loop, Action Updates | Counter Metric List, Guardrail Definitions | AARRR funnel, Metric baseline, Experiment backlog | KPI Tree, Owner List |
Tagsno overlap | DecisionChangeLearningStrategy | MetricsMeasurementStrategyExperiments | GrowthMetricsExperiments | MetricsStrategyAlignmentMeasurement |