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| Criterion |  Growth A/B Testing |  Facilitation Stakeholder Mapping |  Product Discovery Riskiest Assumption Test |  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. | 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. | When an idea hinges on one critical unknown, it prioritizes testing that exact piece of uncertainty first. It separates problem, assumption, solution, and evidence. The result is captured as a prioritized list of assumptions, a test plan, and a result report. | 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 | Low | Medium | Medium |
Timedifferent | 1-4 Wochen | 60–90 min | 1-2 Wochen pro Iteration | 1-2 h |
Participantsdifferent | 1-6 | 2-8 | 2-6 | 4-12 |
Formatdifferent | Async | Workshop + async | Workshop + async | Workshop |
Outputdifferent | Experiment results, Decision log, Learning summary | Stakeholder Map, Engagement Plan, Risk Notes | Prioritized Assumption List, Test Plan, Results Report | Alignment Map, Open Issues, Decision Questions |
Tagsno overlap | ExperimentsGrowthAnalyticsValidation | StakeholdersAlignmentFacilitationChange | ExperimentsValidationDiscoveryAssumptions | AlignmentStakeholdersStrategyFacilitation |