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| Criterion |  Engineering Hypothesis-Driven Troubleshooting |  Product Discovery Smoke Test |  Facilitation Stakeholder Mapping |
|---|---|---|---|
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 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 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. |
Complexitydifferent | Medium | Low | Low |
Timedifferent | 30-240 min | 1-5 Tage | 60–90 min |
Participantsdifferent | 1-6 | Nutzertraffic | 2-8 |
Formatdifferent | Workshop + async | Async | Workshop + async |
Outputdifferent | Hypothesis Log, Test Plan, Evidence Notes, Diagnosis Summary | Interest Metrics, Conversion Signal, Learning Note | Stakeholder Map, Engagement Plan, Risk Notes |
Tagsno overlap | TroubleshootingProblem solvingDiagnosis | ValidationExperimentsDemandGrowth | StakeholdersAlignmentFacilitationChange |
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