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| Criterion |  Growth A/B Testing |  Product Strategy Product Vision Board |  Facilitation Stakeholder 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 product needs a shared direction, it connects target audience, benefit, and business picture in a clear vision. It makes the envisioned future legible for the team. | 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. |
Complexitydifferent | High | Low | Low |
Timedifferent | 1-4 Wochen | 1-2 h | 60–90 min |
Participantsdifferent | 1-6 | 2-8 | 2-8 |
Formatdifferent | Async | Workshop + async | Workshop + async |
Outputdifferent | Experiment results, Decision log, Learning summary | Product Vision Board, Vision Statement, Assumptions and Validation Questions | Stakeholder Map, Engagement Plan, Risk Notes |
Tagsno overlap | ExperimentsGrowthAnalyticsValidation | VisionCanvasStrategyAlignment | StakeholdersAlignmentFacilitationChange |
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