View methods side by side.
Choose up to four methods. Add them using the search and share the comparison by copying its link.
| Criterion |  Product Discovery Fake Door Test |  Growth A/B Testing |  Product Discovery Smoke Test |  Product Discovery Riskiest Assumption Test |
|---|---|---|---|---|
Purposedifferent | When demand is still unclear, it measures interest in a feature before it is built. It separates real behavior from polite agreement and deliberately keeps build effort small. | 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 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 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 | Low | Medium |
Timedifferent | 1-5 Tage | 1-4 Wochen | 1-5 Tage | 1-2 Wochen pro Iteration |
Participantsdifferent | Nutzertraffic | 1-6 | Nutzertraffic | 2-6 |
Formatdifferent | Async | Async | Async | Workshop + async |
Outputdifferent | Click Data, Interest Signal, Learning Decision | Experiment results, Decision log, Learning summary | Interest Metrics, Conversion Signal, Learning Note | Prioritized Assumption List, Test Plan, Results Report |
Tags2 shared | ValidationExperimentsDemandDiscovery | ExperimentsGrowthAnalyticsValidation | ValidationExperimentsDemandGrowth | ExperimentsValidationDiscoveryAssumptions |