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| Criterion |  Product Strategy SMART Goals |  Engineering Goal Question Metric |  Growth A/B Testing |
|---|---|---|---|
Purposedifferent | When goals are formulated too generally, it brings measurability, direction, and timing into shape. It prevents intentions from staying without clear verification. | 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 | Low | Medium | High |
Timedifferent | 15-30 min | 90-180 min | 1-4 Wochen |
Participantsdifferent | 1-8 | 3-6 | 1-6 |
Formatdifferent | Workshop + async | Workshop | Async |
Outputdifferent | SMART Goal, Measurement Note, Deadline | GQM Table, Metric Profiles | Experiment results, Decision log, Learning summary |
Tagsno overlap | GoalsPlanningMeasurementAlignment | MetricsMeasurementEngineeringAlignment | ExperimentsGrowthAnalyticsValidation |
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