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| Criterion |  Product Discovery Learning Card |  Product Discovery Smoke Test |  Product Discovery Assumption Mapping |
|---|---|---|---|
Purposedifferent | The Learning Card connects traceable test results to a reasoned next action while keeping the limits of the insight visible. | 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. |
Complexitydifferent | Low | Low | Medium |
Timedifferent | 25-40 min | 1-5 Tage | 45-60 min |
Participantsdifferent | 1-5 | Nutzertraffic | 2-8 |
Formatdifferent | Workshop + async | Async | Workshop + async |
Outputdifferent | Learning Card with evidence and next action | Interest Metrics, Conversion Signal, Learning Note | Assumption map, Test backlog, Risk ranking |
Tags2 shared | ExperimentsValidationDiscoveryLearning | ValidationExperimentsDemandGrowth | AssumptionsRiskExperimentsValidation |
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