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| Criterion |  Growth Pirate Metrics AARRR |  Facilitation Stakeholder Mapping |  Engineering Goal Question Metric |  Facilitation Alignment Mapping |
|---|---|---|---|---|
Purposedifferent | 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. | When an initiative depends on many people, interests, and power dynamics, Stakeholder Mapping systematically orders the environment. It shows who influences, who is affected, and where relationship management or safeguarding matters first. | 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 several people work toward one goal but hold different mental maps, Alignment Mapping makes the discrepancies visible. It arranges goals, assumptions, and priorities so shared direction becomes verifiable. |
Complexitydifferent | Medium | Low | Medium | Medium |
Timedifferent | 1-2 h Setup, laufend | 60–90 min | 90-180 min | 1-2 h |
Participantsdifferent | 2-8 | 2-8 | 3-6 | 4-12 |
Formatdifferent | Workshop + async | Workshop + async | Workshop | Workshop |
Outputdifferent | AARRR funnel, Metric baseline, Experiment backlog | Stakeholder Map, Engagement Plan, Risk Notes | GQM Table, Metric Profiles | Alignment Map, Open Issues, Decision Questions |
Tagsno overlap | GrowthMetricsExperiments | StakeholdersAlignmentFacilitationChange | MetricsMeasurementEngineeringAlignment | AlignmentStakeholdersStrategyFacilitation |