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| Criterion |  Product Strategy Counter Metrics |  Decision Making OODA Loop |  Growth Pirate Metrics AARRR |  Product Strategy KPI Tree |
|---|---|---|---|---|
Purposedifferent | 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. | In dynamic situations, decisions become outdated faster than they can be prepared.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. | 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 | Low | Medium | Medium | Medium |
Timedifferent | 30-60 min | 15-60 min je Zyklus | 1-2 h Setup, laufend | 90-180 min initial, dann laufend |
Participantsdifferent | 2-6 | 1-8 | 2-8 | 3-8 |
Formatsame | Workshop + async | Workshop + async | Workshop + async | Workshop + async |
Outputdifferent | Counter Metric List, Guardrail Definitions | Situation Assessment, Decision Loop, Action Updates | AARRR funnel, Metric baseline, Experiment backlog | KPI Tree, Owner List |
Tagsno overlap | MetricsMeasurementStrategyExperiments | DecisionChangeLearningStrategy | GrowthMetricsExperiments | MetricsStrategyAlignmentMeasurement |