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| Criterion |  Growth A/B Testing |  Business Strategy McKinsey 7S |  Systems Thinking Leverage Points |  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. | 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. | Leverage Points show exactly where interventions in a system produce a disproportionate effect. It draws relationships, patterns, and feedback loops. The result is captured as a leverage map and action strategy. | 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 | High | Medium |
Timedifferent | 1-4 Wochen | 2-4 h | Half day | 1-2 h |
Participantsdifferent | 1-6 | 3-12 | 3-12 | 4-12 |
Formatdifferent | Async | Workshop | Workshop | Workshop |
Outputdifferent | Experiment results, Decision log, Learning summary | 7S Assessment, Alignment Gaps, Change Actions | Leverage Map, Action Strategy | Alignment Map, Open Issues, Decision Questions |
Tagsno overlap | ExperimentsGrowthAnalyticsValidation | OrganizationStrategyAlignmentChange | Systems thinkingChangeStrategy | AlignmentStakeholdersStrategyFacilitation |