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| Criterion |  Team Design Team Topologies Interaction Modes |  Growth A/B Testing |  Facilitation Alignment Mapping |  Product Discovery Smoke Test |
|---|---|---|---|---|
Purposedifferent | When several teams collaborate repeatedly, it describes the right interaction mode for each interface between them. It clarifies responsibility, interaction, and load between teams. The result is captured as an interaction heat map and pairwise agreements. | 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 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. | When demand only needs to be roughly verified, it tests interest with minimal effort. It measures whether people would take a next step at all. |
Complexitydifferent | Medium | High | Medium | Low |
Timedifferent | Half day | 1-4 Wochen | 1-2 h | 1-5 Tage |
Participantsdifferent | Team-Leads plus Architecture | 1-6 | 4-12 | Nutzertraffic |
Formatdifferent | Workshop | Async | Workshop | Async |
Outputdifferent | Interaction Heat Map, Agreements per Pair | Experiment results, Decision log, Learning summary | Alignment Map, Open Issues, Decision Questions | Interest Metrics, Conversion Signal, Learning Note |
Tagsno overlap | TeamAlignmentCollaborationOrganization | ExperimentsGrowthAnalyticsValidation | AlignmentStakeholdersStrategyFacilitation | ValidationExperimentsDemandGrowth |