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| Criterion |  Agile ROAM Board |  Agile Affinity Estimation |  Growth A/B Testing |  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 many tasks need to be classified quickly, it sorts them by perceived effort and similarity. It reduces the effort of fine-grained estimation for large volumes. | 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 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 | Medium | High | Low |
Timedifferent | 20-40 min initial, dann laufend | 30-90 min | 1-4 Wochen | 1-5 Tage |
Participantsdifferent | 3-15 | 3-12 | 1-6 | Nutzertraffic |
Formatdifferent | Workshop + async | Workshop | Async | Async |
Outputdifferent | ROAM Board, Owner List | Affinity Size Map, Grouped Estimates, Unclear Items | Experiment results, Decision log, Learning summary | Interest Metrics, Conversion Signal, Learning Note |
Tagsno overlap | RiskAgileTrackingAlignment | EstimationBacklogRelative sizing | ExperimentsGrowthAnalyticsValidation | ValidationExperimentsDemandGrowth |