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| Criterion |  Product Discovery Assumption Mapping |  Facilitation Dot Estimation |  Product Discovery Learning Card |
|---|---|---|---|
Purposedifferent | When assumptions still sit unordered in the room, it weighs uncertainty against leverage. It makes visible which hypotheses should be checked first. | When size or effort can only be estimated roughly, Dot Estimation condenses the group's experience into a quick range. It turns individual contributions into a visible selection. The result is captured as an Effort Heatmap, Risk Signals, and Discussion Targets. | The Learning Card connects traceable test results to a reasoned next action while keeping the limits of the insight visible. |
Complexitydifferent | Medium | Low | Low |
Timedifferent | 45-60 min | 5-20 min | 25-40 min |
Participantsdifferent | 2-8 | 3-20 | 1-5 |
Formatdifferent | Workshop + async | Workshop | Workshop + async |
Outputdifferent | Assumption map, Test backlog, Risk ranking | Effort Heatmap, Risk Signals, Discussion Targets | Learning Card with evidence and next action |
Tagsno overlap | AssumptionsRiskExperimentsValidation | EstimationEffortRisk | ExperimentsValidationDiscoveryLearning |
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