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| Criterion |  Product Discovery User Story Mapping |  Agile Affinity Estimation |  Decision Making Decision Tree |
|---|---|---|---|
Purposedifferent | When user goals and delivery scope could drift apart, it orders the journey from goal to slice. It makes visible where an MVP can genuinely be cut. | 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. | For decisions with follow-on paths and dependencies, a linear comparison is often not enough. A Decision Tree shows how options branch under conditions and which consequences hang on each branch. |
Complexitysame | Medium | Medium | Medium |
Timedifferent | 2-4 h | 30-90 min | 30-90 min |
Participantsdifferent | 4-10 | 3-12 | 1-6 |
Formatdifferent | Workshop | Workshop | Workshop + async |
Outputdifferent | Story Map, Release Slices, Backlog Candidates | Affinity Size Map, Grouped Estimates, Unclear Items | Decision Tree, Option Map, Assumption List |
Tagsno overlap | BacklogJourneyPlanningMVP | EstimationBacklogRelative sizing | DecisionTreeOptions |
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