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| Criterion |  Product Discovery Smoke Test |  Product Discovery Assumption Mapping |  Operations A3 Problem Solving |
|---|---|---|---|
Purposedifferent | 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 assumptions still sit unordered in the room, it weighs uncertainty against leverage. It makes visible which hypotheses should be checked first. | For a complex deviation with several people involved, the method bundles problem, analysis, and decision onto one page. It creates a shared working space where causes, countermeasures, and follow-up fit together. |
Complexitydifferent | Low | Medium | Medium |
Timedifferent | 1-5 Tage | 45-60 min | 45-90 min |
Participantsdifferent | Nutzertraffic | 2-8 | 2-5 |
Formatdifferent | Async | Workshop + async | Workshop + async |
Outputdifferent | Interest Metrics, Conversion Signal, Learning Note | Assumption map, Test backlog, Risk ranking | A3 Report, Action Plan, Root Cause Analysis |
Tagsno overlap | ValidationExperimentsDemandGrowth | AssumptionsRiskExperimentsValidation | LeanProblem solvingCoachingOperations |
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