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| Criterion | ![]() Product Strategy KPI Tree | ![]() Growth Flywheel | ![]() Growth A/B Testing | ![]() Product Strategy Counter Metrics |
|---|---|---|---|---|
Purposedifferent | 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. | Growth often breaks down where a reinforcing mechanism builds up too much friction. A Flywheel shows the cycle of value, repetition, and reinforcement meant to sustain growth. | When two variants compete, discussions quickly decide by taste rather than effect. A/B Testing checks behavior under controlled conditions and separates real improvement from chance or expectation effects. | 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 | High | Low |
Timedifferent | 90-180 min initial, dann laufend | 60-120 min | 1-4 Wochen | 30-60 min |
Participantsdifferent | 3-8 | 3-8 | 1-6 | 2-6 |
Formatdifferent | Workshop + async | Workshop | Async | Workshop + async |
Outputdifferent | KPI Tree, Owner List | Flywheel Map, Friction Points, Growth Levers, Experiment Backlog | Experiment results, Decision log, Learning summary | Counter Metric List, Guardrail Definitions |
Tagsno overlap | MetricsStrategyAlignmentMeasurement | GrowthRetentionConversion | ExperimentsGrowthAnalyticsValidation | MetricsMeasurementStrategyExperiments |



