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| Criterion |  UX Research Card Sorting |  Product Discovery Smoke Test |  Innovation Design Thinking |  Product Discovery Assumption Mapping |
|---|---|---|---|---|
Purposedifferent | When content only makes sense internally and users can't find the structure again, card sorting exposes their mental order. Terms, groups, and naming are then aligned with the target group's expectations. | 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. | For complex user problems with an uncertain cause, the method connects observation, interpretation, and experiment into a learning cycle. It keeps the focus on real needs and avoids premature solution language. This produces robust decisions for product and service. | When assumptions still sit unordered in the room, it weighs uncertainty against leverage. It makes visible which hypotheses should be checked first. |
Complexitydifferent | Low | Low | High | Medium |
Timedifferent | 20-45 min | 1-5 Tage | 1 Tag bis mehrere Wochen | 45-60 min |
Participantsdifferent | Based on research question | Nutzertraffic | 4-10 | 2-8 |
Formatdifferent | Workshop + async | Async | Workshop | Workshop + async |
Outputdifferent | Content groups, Label set, IA hypotheses | Interest Metrics, Conversion Signal, Learning Note | Problem Statement, Prototype, Test Learnings | Assumption map, Test backlog, Risk ranking |
Tagsno overlap | Information architectureNavigationStructure | ValidationExperimentsDemandGrowth | InnovationPrototypeResearch | AssumptionsRiskExperimentsValidation |