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| Criterion |  Product Discovery MVP Test Matrix |  Growth A/B Testing |  Growth Funnel Analysis |  Product Discovery Riskiest Assumption Test |
|---|---|---|---|---|
Purposedifferent | 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. | When two variants compete, discussions quickly decide by taste rather than effect. A/B Testing checks behavior under controlled conditions and separates real improvement from chance or expectation effects. | 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 an idea hinges on one critical unknown, it prioritizes testing that exact piece of uncertainty first. It separates problem, assumption, solution, and evidence. The result is captured as a prioritized list of assumptions, a test plan, and a result report. |
Complexitydifferent | Medium | High | Medium | Medium |
Timedifferent | 45-75 min | 1-4 Wochen | 1-3 h | 1-2 Wochen pro Iteration |
Participantsdifferent | 2-8 | 1-6 | 1-5 | 2-6 |
Formatdifferent | Workshop | Async | Async | Workshop + async |
Outputdifferent | Test Matrix, Test Plan | Experiment results, Decision log, Learning summary | Funnel report, Drop-off analysis, Optimization hypotheses | Prioritized Assumption List, Test Plan, Results Report |
Tagsno overlap | ExperimentsValidationDiscoveryOptions | ExperimentsGrowthAnalyticsValidation | AnalyticsConversionGrowth | ExperimentsValidationDiscoveryAssumptions |