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| Criterion |  Growth Funnel Analysis |  Product Discovery MVP Test Matrix |  Product Discovery Test Card |
|---|---|---|---|
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 several minimal variants compete to answer the same question, it makes comparing and choosing between them cleaner. It separates problem, assumption, solution, and evidence. The result is captured as a Test Matrix and a Test Plan. | The Test Card turns a critical assumption into a testable claim and specifies in advance which result counts as success. |
Complexitydifferent | Medium | Medium | Low |
Timedifferent | 1-3 h | 45-75 min | 20-35 min |
Participantsdifferent | 1-5 | 2-8 | 1-5 |
Formatdifferent | Async | Workshop | Workshop + async |
Outputdifferent | Funnel report, Drop-off analysis, Optimization hypotheses | Test Matrix, Test Plan | Test Card with a pre-set threshold |
Tagsno overlap | AnalyticsConversionGrowth | ExperimentsValidationDiscoveryOptions | ExperimentsValidationDiscoveryHypothesis |
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