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| Criterion |  Growth Funnel Analysis |  Decision Making OODA Loop |  Product Strategy Counter Metrics |  Product Strategy KPI Tree |
|---|---|---|---|---|
Purposedifferent | When many visitors or users drop off along the way, the reason behind the number often stays hidden. Funnel Analysis exposes these transitions and makes visible exactly where the path collapses. | In dynamic situations, decisions become outdated faster than they can be prepared.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. | 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 | Medium | Low | Medium |
Timedifferent | 1-3 h | 15-60 min je Zyklus | 30-60 min | 90-180 min initial, dann laufend |
Participantsdifferent | 1-5 | 1-8 | 2-6 | 3-8 |
Formatdifferent | Async | Workshop + async | Workshop + async | Workshop + async |
Outputdifferent | Funnel report, Drop-off analysis, Optimization hypotheses | Situation Assessment, Decision Loop, Action Updates | Counter Metric List, Guardrail Definitions | KPI Tree, Owner List |
Tagsno overlap | AnalyticsConversionGrowth | DecisionChangeLearningStrategy | MetricsMeasurementStrategyExperiments | MetricsStrategyAlignmentMeasurement |