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| Criterion |  Growth Funnel Analysis |  Agile Affinity Estimation |  Product Discovery Assumption Mapping |
|---|---|---|---|
Purposedifferent | When many visitors or users drop off along the way, the reason behind the number often stays hidden. Funnel Analysis exposes these transitions and makes visible exactly where the path collapses. | When many tasks need to be classified quickly, it sorts them by perceived effort and similarity. It reduces the effort of fine-grained estimation for large volumes. | When assumptions still sit unordered in the room, it weighs uncertainty against leverage. It makes visible which hypotheses should be checked first. |
Complexitysame | Medium | Medium | Medium |
Timedifferent | 1-3 h | 30-90 min | 45-60 min |
Participantsdifferent | 1-5 | 3-12 | 2-8 |
Formatdifferent | Async | Workshop | Workshop + async |
Outputdifferent | Funnel report, Drop-off analysis, Optimization hypotheses | Affinity Size Map, Grouped Estimates, Unclear Items | Assumption map, Test backlog, Risk ranking |
Tagsno overlap | AnalyticsConversionGrowth | EstimationBacklogRelative sizing | AssumptionsRiskExperimentsValidation |
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