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| Criterion |  Product Discovery Smoke Test |  UX Research Affinity Diagramming |
|---|---|---|
Purposedifferent | 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 research notes, feedback, or observations sit unconnected side by side, affinity diagramming sorts the raw material into solid themes. Many individual points turn into patterns that make decisions and opportunities clearer. |
Complexitysame | Low | Low |
Timedifferent | 1-5 Tage | 45–90 min |
Participantsdifferent | Nutzertraffic | 3-10 |
Formatdifferent | Async | Workshop |
Outputdifferent | Interest Metrics, Conversion Signal, Learning Note | Theme clusters, Insight statements, Opportunity areas |
Tagsno overlap | ValidationExperimentsDemandGrowth | SynthesisQualitativeRoot cause |
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Methods with strong topical overlap with the current selection, not yet in the comparison.
