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| Criterion |  Product Discovery Smoke Test |  UX Research First-click Testing |  Growth Funnel Analysis |  Product Discovery Experiment Canvas |
|---|---|---|---|---|
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 users immediately turn the wrong way on a screen or wireframe, first click testing checks initial orientation at high speed. The first click shows early whether expectation, labeling, and wayfinding fit together. | 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 experiments become unreadable after the fact, it arranges hypothesis, signal, and learning goal on a single canvas. It separates problem, assumption, solution, and evidence. The result is captured as a Completed Experiment Canvas and a Success Metric. |
Complexitydifferent | Low | Low | Medium | Low |
Timedifferent | 1-5 Tage | 1-2 Tage | 1-3 h | 30-60 min |
Participantsdifferent | Nutzertraffic | 10-30 | 1-5 | 1-5 |
Formatdifferent | Async | Async | Async | Workshop + async |
Outputdifferent | Interest Metrics, Conversion Signal, Learning Note | Click Heatmap, Success Rate, Design Recommendations | Funnel report, Drop-off analysis, Optimization hypotheses | Completed Experiment Canvas, Success Metric |
Tagsno overlap | ValidationExperimentsDemandGrowth | UXNavigationFindabilityValidation | AnalyticsConversionGrowth | ExperimentsValidationDiscoveryHypothesis |