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| Criterion | ![]() Engineering Goal Question Metric | ![]() Growth Flywheel | ![]() Growth A/B Testing |
|---|---|---|---|
Purposedifferent | 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. | 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. |
Complexitydifferent | Medium | Medium | High |
Timedifferent | 90-180 min | 60-120 min | 1-4 Wochen |
Participantsdifferent | 3-6 | 3-8 | 1-6 |
Formatdifferent | Workshop | Workshop | Async |
Outputdifferent | GQM Table, Metric Profiles | Flywheel Map, Friction Points, Growth Levers, Experiment Backlog | Experiment results, Decision log, Learning summary |
Tagsno overlap | MetricsMeasurementEngineeringAlignment | GrowthRetentionConversion | ExperimentsGrowthAnalyticsValidation |
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