View methods side by side.
Choose up to four methods. Add them using the search and share the comparison by copying its link.
| Criterion |  Facilitation Dot Voting |  Product Discovery Smoke Test |  Growth A/B Testing |  Facilitation Nominal Group Technique |
|---|---|---|---|---|
Purposedifferent | When a workshop has produced too many options and the group needs to condense quickly, dot voting makes preferences visible in a short time. It bundles individual votes into a solid signal for the next selection. | 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 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 loud voices could dominate a round, Nominal Group Technique protects individual thinking time from group effects. It collects ideas separately first and only then enables shared weighting. |
Complexitydifferent | Low | Low | High | Medium |
Timedifferent | 5-15 min | 1-5 Tage | 1-4 Wochen | 60-120 min |
Participantsdifferent | 3-20 | Nutzertraffic | 1-6 | 5-12 |
Formatdifferent | Workshop | Async | Async | Workshop |
Outputdifferent | Ranked list, Consensus signal, Shortlist | Interest Metrics, Conversion Signal, Learning Note | Experiment results, Decision log, Learning summary | Ranked Ideas, Clarified Options, Group Priority |
Tagsno overlap | FacilitationVotingConsensusPrioritization | ValidationExperimentsDemandGrowth | ExperimentsGrowthAnalyticsValidation | FacilitationPrioritizationVotingInclusion |