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| Criterion |  Growth A/B Testing |  Business Strategy McKinsey 7S |
|---|---|---|
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. | McKinsey 7S checks whether Strategy, Structure, Systems, Shared Values, Skills, Style, and Staff fit together. Organizational misalignments become visible across multiple levers as a result. |
Complexitydifferent | High | Medium |
Timedifferent | 1-4 Wochen | 2-4 h |
Participantsdifferent | 1-6 | 3-12 |
Formatdifferent | Async | Workshop |
Outputdifferent | Experiment results, Decision log, Learning summary | 7S Assessment, Alignment Gaps, Change Actions |
Tagsno overlap | ExperimentsGrowthAnalyticsValidation | OrganizationStrategyAlignmentChange |
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Methods with strong topical overlap with the current selection, not yet in the comparison.
