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| Criterion |  Growth Flywheel |  Product Discovery Landing Page Test |  Engineering Goal Question Metric |  Growth A/B Testing |
|---|---|---|---|---|
Purposedifferent | 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 a value proposition first needs to be checked for resonance, it condenses the idea onto a focused entry page. It shows whether language and offering carry interest. | Helps clarify technical problems, hypotheses, and next steps in concrete terms. It breaks a technical problem into testable parts. The result is captured as a GQM table and metric briefs. | 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. |
Complexitydifferent | Medium | Medium | Medium | High |
Timedifferent | 60-120 min | 1-5 Tage | 90-180 min | 1-4 Wochen |
Participantsdifferent | 3-8 | Nutzertraffic | 3-6 | 1-6 |
Formatdifferent | Workshop | Async | Workshop | Async |
Outputdifferent | Flywheel Map, Friction Points, Growth Levers, Experiment Backlog | Landing Page, Conversion Data, Learning Summary | GQM Table, Metric Profiles | Experiment results, Decision log, Learning summary |
Tagsno overlap | GrowthRetentionConversion | ValidationConversionMarketing | MetricsMeasurementEngineeringAlignment | ExperimentsGrowthAnalyticsValidation |