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| Criterion |  Knowledge Modeling Domain Storytelling |  Growth A/B Testing |  Facilitation Consensus Workshop |  Product Discovery Smoke Test |
|---|---|---|---|---|
Purposedifferent | Domain Storytelling translates domain knowledge into a shared narrative of actors, objects, and workflows. It is especially useful when language, rules, and process understanding must be tightly connected. | 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 a group needs a solid decision without outvoting individual factions, a Consensus Workshop creates a negotiable common ground. It makes agreement, reservations, and open tensions discussable at the same time. | 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 | Low | High | Medium | Low |
Timedifferent | 1-2 h | 1-4 Wochen | 1-3 h | 1-5 Tage |
Participantsdifferent | 2-8 | 1-6 | 5-30 | Nutzertraffic |
Formatdifferent | Workshop | Async | Workshop | Async |
Outputdifferent | Domain Story, Glossary Notes, Process Narrative | Experiment results, Decision log, Learning summary | Consensus Clusters, Theme Titles, Priority Areas | Interest Metrics, Conversion Signal, Learning Note |
Tagsno overlap | KnowledgeDomain-Driven DesignProcess | ExperimentsGrowthAnalyticsValidation | FacilitationConsensusWorkshopAlignment | ValidationExperimentsDemandGrowth |