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| Criterion | ![]() Growth Flywheel | ![]() Team Design Spotify Model Mapping | ![]() Growth A/B Testing |
|---|---|---|---|
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 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 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. |
Complexitydifferent | Medium | Medium | High |
Timedifferent | 60-120 min | 90-180 min | 1-4 Wochen |
Participantsdifferent | 3-8 | 5-15 | 1-6 |
Formatdifferent | Workshop | Workshop | Async |
Outputdifferent | Flywheel Map, Friction Points, Growth Levers, Experiment Backlog | Spotify Model Map, Action List | Experiment results, Decision log, Learning summary |
Tagsno overlap | GrowthRetentionConversion | TeamOrganizationAlignmentDiagnosis | ExperimentsGrowthAnalyticsValidation |
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