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| Criterion |  Decision Making Pareto Analysis |  Product Discovery Assumption Mapping |  Product Discovery Test Card |
|---|---|---|---|
Purposedifferent | In many problem situations, effect is distributed unequally across many causes. A Pareto Analysis separates the few drivers with high leverage from the long remainder and focuses attention on what measurably moves the needle. | When assumptions still sit unordered in the room, it weighs uncertainty against leverage. It makes visible which hypotheses should be checked first. | The Test Card turns a critical assumption into a testable claim and specifies in advance which result counts as success. |
Complexitydifferent | Low | Medium | Low |
Timedifferent | 30-60 min | 45-60 min | 20-35 min |
Participantsdifferent | 1-6 | 2-8 | 1-5 |
Formatsame | Workshop + async | Workshop + async | Workshop + async |
Outputdifferent | Pareto Chart, Top Causes, Focus List | Assumption map, Test backlog, Risk ranking | Test Card with a pre-set threshold |
Tagsno overlap | PrioritizationQualityFocusRoot cause | AssumptionsRiskExperimentsValidation | ExperimentsValidationDiscoveryHypothesis |
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