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| Criterion |  Growth Flywheel |  Growth A/B Testing |  Team Design Team Topologies Interaction Modes |  Team Design Spotify Model Mapping |
|---|---|---|---|---|
Purposedifferent | Growth often breaks down where a reinforcing mechanism builds up too much friction. A Flywheel shows the cycle of value, repetition, and reinforcement meant to sustain growth. | 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 several teams collaborate repeatedly, it describes the right interaction mode for each interface between them. It clarifies responsibility, interaction, and load between teams. The result is captured as an interaction heat map and pairwise agreements. | 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. |
Complexitydifferent | Medium | High | Medium | Medium |
Timedifferent | 60-120 min | 1-4 Wochen | Half day | 90-180 min |
Participantsdifferent | 3-8 | 1-6 | Team-Leads plus Architecture | 5-15 |
Formatdifferent | Workshop | Async | Workshop | Workshop |
Outputdifferent | Flywheel Map, Friction Points, Growth Levers, Experiment Backlog | Experiment results, Decision log, Learning summary | Interaction Heat Map, Agreements per Pair | Spotify Model Map, Action List |
Tagsno overlap | GrowthRetentionConversion | ExperimentsGrowthAnalyticsValidation | TeamAlignmentCollaborationOrganization | TeamOrganizationAlignmentDiagnosis |