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| Criterion |  Growth Growth Experiment |  Business Strategy Strategy Execution Loop |  Engineering Goal Question Metric |  Product Strategy Counter Metrics |
|---|---|---|---|---|
Purposedifferent | 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. | The Strategy Execution Loop helps avoid treating strategy as a one-off document. It makes visible how strategic decisions are turned into objectives, initiatives, operational work, measurement, and learning. | 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 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 | High | Medium | Low |
Timedifferent | 1-2 Wochen | Initial 3-6 h, then monthly or quarterly reviews | 90-180 min | 30-60 min |
Participantsdifferent | 1-6 | 5-12 | 3-6 | 2-6 |
Formatdifferent | Workshop + async | Workshop + async | Workshop | Workshop + async |
Outputdifferent | Experiment card, Result summary, Next bet | Execution Loop, Review Cadence, Strategic Learning Log | GQM Table, Metric Profiles | Counter Metric List, Guardrail Definitions |
Tagsno overlap | MarketingGrowthExperimentsLearning | ExecutionCadenceLearningGovernance | MetricsMeasurementEngineeringAlignment | MetricsMeasurementStrategyExperiments |