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| Criterion |  Product Strategy Counter Metrics |  Product Discovery Smoke Test |  Decision Making OODA Loop |
|---|---|---|---|
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. | When demand only needs to be roughly verified, it tests interest with minimal effort. It measures whether people would take a next step at all. | In dynamic situations, decisions become outdated faster than they can be prepared.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. |
Complexitydifferent | Low | Low | Medium |
Timedifferent | 30-60 min | 1-5 Tage | 15-60 min je Zyklus |
Participantsdifferent | 2-6 | Nutzertraffic | 1-8 |
Formatdifferent | Workshop + async | Async | Workshop + async |
Outputdifferent | Counter Metric List, Guardrail Definitions | Interest Metrics, Conversion Signal, Learning Note | Situation Assessment, Decision Loop, Action Updates |
Tagsno overlap | MetricsMeasurementStrategyExperiments | ValidationExperimentsDemandGrowth | DecisionChangeLearningStrategy |
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