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| Criterion |  Engineering Goal Question Metric |  Product Strategy Counter Metrics |  Business Strategy Ansoff Matrix |  Growth Pirate Metrics AARRR |
|---|---|---|---|---|
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. | 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. | The Ansoff Matrix organizes growth options by market and product relation. It helps weigh expansion, diversification, and adaptation cleanly against each other. | For products with complex usage paths, overall growth alone is too coarse to reveal bottlenecks. Pirate Metrics breaks the relationship with the product into consecutive stages and shows where the funnel actually leaks. |
Complexitydifferent | Medium | Low | Low | Medium |
Timedifferent | 90-180 min | 30-60 min | 45-90 min | 1-2 h Setup, laufend |
Participantsdifferent | 3-6 | 2-6 | 2-8 | 2-8 |
Formatdifferent | Workshop | Workshop + async | Workshop + async | Workshop + async |
Outputdifferent | GQM Table, Metric Profiles | Counter Metric List, Guardrail Definitions | Ansoff Matrix, Growth Options, Risk Notes | AARRR funnel, Metric baseline, Experiment backlog |
Tagsno overlap | MetricsMeasurementEngineeringAlignment | MetricsMeasurementStrategyExperiments | GrowthStrategyMarketPortfolio | GrowthMetricsExperiments |