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| Criterion |  Engineering Goal Question Metric |  Product Discovery Assumption Mapping |  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 assumptions still sit unordered in the room, it weighs uncertainty against leverage. It makes visible which hypotheses should be checked first. | 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. |
Complexitysame | Medium | Medium | Medium |
Timedifferent | 90-180 min | 45-60 min | 1-2 h Setup, laufend |
Participantsdifferent | 3-6 | 2-8 | 2-8 |
Formatdifferent | Workshop | Workshop + async | Workshop + async |
Outputdifferent | GQM Table, Metric Profiles | Assumption map, Test backlog, Risk ranking | AARRR funnel, Metric baseline, Experiment backlog |
Tagsno overlap | MetricsMeasurementEngineeringAlignment | AssumptionsRiskExperimentsValidation | GrowthMetricsExperiments |
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Methods with strong topical overlap with the current selection, not yet in the comparison.
