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| Criterion |  Growth A/B Testing |  Facilitation Expectation 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 roles, interfaces, or projects fail because of differing expectations, Expectation Mapping surfaces these differences. It shows what each side takes for granted and where the pictures diverge. |
Complexitydifferent | High | Low |
Timedifferent | 1-4 Wochen | 45-90 min |
Participantsdifferent | 1-6 | 3-12 |
Formatdifferent | Async | Workshop |
Outputdifferent | Experiment results, Decision log, Learning summary | Expectation Map, Alignment Notes, Agreements |
Tagsno overlap | ExperimentsGrowthAnalyticsValidation | AlignmentStakeholdersTeam |
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Methods with strong topical overlap with the current selection, not yet in the comparison.
