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| Criterion |  Growth Growth Experiment |  Growth Pirate Metrics AARRR |  Decision Making OODA Loop |
|---|---|---|---|
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. | 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. | In dynamic situations, decisions become outdated faster than they can be prepared.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. |
Complexitysame | Medium | Medium | Medium |
Timedifferent | 1-2 Wochen | 1-2 h Setup, laufend | 15-60 min je Zyklus |
Participantsdifferent | 1-6 | 2-8 | 1-8 |
Formatsame | Workshop + async | Workshop + async | Workshop + async |
Outputdifferent | Experiment card, Result summary, Next bet | AARRR funnel, Metric baseline, Experiment backlog | Situation Assessment, Decision Loop, Action Updates |
Tagsno overlap | MarketingGrowthExperimentsLearning | GrowthMetricsExperiments | DecisionChangeLearningStrategy |
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