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| Criterion |  Agile Mad Sad Glad |  Product Discovery Smoke Test |  Growth A/B Testing |
|---|---|---|---|
Purposedifferent | When a team's or workshop's mood needs to become readable, it structures emotional signals with little setup. It makes strain, relief, and sources of energy tangible. | 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. | 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. |
Complexitydifferent | Low | Low | High |
Timedifferent | 30-60 min | 1-5 Tage | 1-4 Wochen |
Participantsdifferent | 3-10 | Nutzertraffic | 1-6 |
Formatdifferent | Workshop | Async | Async |
Outputdifferent | Emotion Board, Themes, Action Items | Interest Metrics, Conversion Signal, Learning Note | Experiment results, Decision log, Learning summary |
Tagsno overlap | RetrospectiveTeamReflection | ValidationExperimentsDemandGrowth | ExperimentsGrowthAnalyticsValidation |
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