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| Criterion |  Growth A/B Testing |  Facilitation Nominal Group Technique |  Business Strategy Ansoff Matrix |
|---|---|---|---|
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 loud voices could dominate a round, Nominal Group Technique protects individual thinking time from group effects. It collects ideas separately first and only then enables shared weighting. | The Ansoff Matrix organizes growth options by market and product relation. It helps weigh expansion, diversification, and adaptation cleanly against each other. |
Complexitydifferent | High | Medium | Low |
Timedifferent | 1-4 Wochen | 60-120 min | 45-90 min |
Participantsdifferent | 1-6 | 5-12 | 2-8 |
Formatdifferent | Async | Workshop | Workshop + async |
Outputdifferent | Experiment results, Decision log, Learning summary | Ranked Ideas, Clarified Options, Group Priority | Ansoff Matrix, Growth Options, Risk Notes |
Tagsno overlap | ExperimentsGrowthAnalyticsValidation | FacilitationPrioritizationVotingInclusion | GrowthStrategyMarketPortfolio |
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