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| Criterion |  Growth Funnel Analysis |  Growth Growth Experiment |  Product Strategy Impact Mapping |  Product Strategy Counter Metrics |
|---|---|---|---|---|
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. | 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. | When a goal needs to be connected to several possible paths, it shows chains of impact instead of feature lists. It connects business goal, behavior change, and measures. | 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. |
Complexitydifferent | Medium | Medium | Medium | Low |
Timedifferent | 1-3 h | 1-2 Wochen | 45-90 min | 30-60 min |
Participantsdifferent | 1-5 | 1-6 | 3-8 | 2-6 |
Formatdifferent | Async | Workshop + async | Workshop | Workshop + async |
Outputdifferent | Funnel report, Drop-off analysis, Optimization hypotheses | Experiment card, Result summary, Next bet | Impact Map, Outcome Hypotheses, Delivery Options | Counter Metric List, Guardrail Definitions |
Tagsno overlap | AnalyticsConversionGrowth | MarketingGrowthExperimentsLearning | OutcomesStrategyBehaviorPlanning | MetricsMeasurementStrategyExperiments |