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| Criterion |  Growth Funnel Analysis |  Facilitation Dot Voting |  Facilitation Consensus Workshop |  Growth A/B Testing |
|---|---|---|---|---|
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 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 a group needs a solid decision without outvoting individual factions, a Consensus Workshop creates a negotiable common ground. It makes agreement, reservations, and open tensions discussable at the same time. | 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. |
Complexitydifferent | Medium | Low | Medium | High |
Timedifferent | 1-3 h | 5-15 min | 1-3 h | 1-4 Wochen |
Participantsdifferent | 1-5 | 3-20 | 5-30 | 1-6 |
Formatdifferent | Async | Workshop | Workshop | Async |
Outputdifferent | Funnel report, Drop-off analysis, Optimization hypotheses | Ranked list, Consensus signal, Shortlist | Consensus Clusters, Theme Titles, Priority Areas | Experiment results, Decision log, Learning summary |
Tagsno overlap | AnalyticsConversionGrowth | FacilitationVotingConsensusPrioritization | FacilitationConsensusWorkshopAlignment | ExperimentsGrowthAnalyticsValidation |