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| Criterion |  Product Strategy Counter Metrics |  Product Discovery Smoke Test |  Growth Growth Experiment |  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. | 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. | 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 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 | Low | Medium | Medium |
Timedifferent | 30-60 min | 1-5 Tage | 1-2 Wochen | 90-180 min initial, dann laufend |
Participantsdifferent | 2-6 | Nutzertraffic | 1-6 | 3-8 |
Formatdifferent | Workshop + async | Async | Workshop + async | Workshop + async |
Outputdifferent | Counter Metric List, Guardrail Definitions | Interest Metrics, Conversion Signal, Learning Note | Experiment card, Result summary, Next bet | KPI Tree, Owner List |
Tagsno overlap | MetricsMeasurementStrategyExperiments | ValidationExperimentsDemandGrowth | MarketingGrowthExperimentsLearning | MetricsStrategyAlignmentMeasurement |