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| Criterion |  Engineering Hypothesis-Driven Troubleshooting |  Growth A/B Testing |  Facilitation Stakeholder Mapping |  Product Discovery Smoke Test |
|---|---|---|---|---|
Purposedifferent | When systems fail unexpectedly, spontaneous attempts often produce more noise than insight. Hypothesis-driven Troubleshooting translates symptoms into testable assumptions and makes troubleshooting learnable. | 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 an initiative depends on many people, interests, and power dynamics, Stakeholder Mapping systematically orders the environment. It shows who influences, who is affected, and where relationship management or safeguarding matters first. | 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 | Low | Low |
Timedifferent | 30-240 min | 1-4 Wochen | 60–90 min | 1-5 Tage |
Participantsdifferent | 1-6 | 1-6 | 2-8 | Nutzertraffic |
Formatdifferent | Workshop + async | Async | Workshop + async | Async |
Outputdifferent | Hypothesis Log, Test Plan, Evidence Notes, Diagnosis Summary | Experiment results, Decision log, Learning summary | Stakeholder Map, Engagement Plan, Risk Notes | Interest Metrics, Conversion Signal, Learning Note |
Tagsno overlap | TroubleshootingProblem solvingDiagnosis | ExperimentsGrowthAnalyticsValidation | StakeholdersAlignmentFacilitationChange | ValidationExperimentsDemandGrowth |