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| Criterion |  Agile ROAM Board |  Growth A/B Testing |  Knowledge Modeling Concept Mapping |  Product Discovery Smoke Test |
|---|---|---|---|---|
Purposedifferent | When work needs to move between different states or columns, it makes that movement and its handoffs legible. It sorts work by value, risk, and delivery ability. The result is captured as a ROAM Board and an Owner List. | 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. | Concept Mapping arranges terms and relationships in a network that makes subject-matter connections tangible. It fits when a topic needs to be understood structurally rather than linearly. | 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 | 20-40 min initial, dann laufend | 1-4 Wochen | 1-2 h | 1-5 Tage |
Participantsdifferent | 3-15 | 1-6 | 1-8 | Nutzertraffic |
Formatdifferent | Workshop + async | Async | Workshop + async | Async |
Outputdifferent | ROAM Board, Owner List | Experiment results, Decision log, Learning summary | Concept Map, Relationship Labels, Knowledge Gaps | Interest Metrics, Conversion Signal, Learning Note |
Tagsno overlap | RiskAgileTrackingAlignment | ExperimentsGrowthAnalyticsValidation | KnowledgeConceptsMappingSensemaking | ValidationExperimentsDemandGrowth |