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| Criterion |  Growth A/B Testing |  Team Design Spotify Model Mapping |  Facilitation Alignment Mapping |
|---|---|---|---|
Purposedifferent | 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. | When a team landscape has grown without clear grouping, it maps roles and relationships onto the Spotify model. It clarifies responsibility, interaction, and load between teams. The result is captured as a Spotify model map and action list. | 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 | High | Medium | Medium |
Timedifferent | 1-4 Wochen | 90-180 min | 1-2 h |
Participantsdifferent | 1-6 | 5-15 | 4-12 |
Formatdifferent | Async | Workshop | Workshop |
Outputdifferent | Experiment results, Decision log, Learning summary | Spotify Model Map, Action List | Alignment Map, Open Issues, Decision Questions |
Tagsno overlap | ExperimentsGrowthAnalyticsValidation | TeamOrganizationAlignmentDiagnosis | AlignmentStakeholdersStrategyFacilitation |
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