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Criterion
Paper illustration of a calm four-quadrant Assumption Map with hypothesis cards and emphasis on important assumptions with little evidence.
Product Discovery
Assumption Mapping
A/B Testing workspace showing the question, observations, and next decision.
Growth
A/B Testing
Independent contributions form an ordered group priority list.
Facilitation
Nominal Group Technique
Purposedifferent
When assumptions still sit unordered in the room, it weighs uncertainty against leverage. It makes visible which hypotheses should be checked first.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
MediumHighMedium
Timedifferent
45-60 min1-4 Wochen60-120 min
Participantsdifferent
2-81-65-12
Formatdifferent
Workshop + asyncAsyncWorkshop
Outputdifferent
Assumption map, Test backlog, Risk rankingExperiment results, Decision log, Learning summaryRanked Ideas, Clarified Options, Group Priority
Tagsno overlap
AssumptionsRiskExperimentsValidation
ExperimentsGrowthAnalyticsValidation
FacilitationPrioritizationVotingInclusion
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Often compared together

Methods with strong topical overlap with the current selection, not yet in the comparison.

Paper illustration of shared options, independently placed voting dots, and a highlighted shortlist.
Facilitation
Dot Voting
Paper illustration of Riskiest Assumption Test with a method-specific labelled workspace.
Product Discovery
Riskiest Assumption Test
Paper illustration for Smoke Test.
Product Discovery
Smoke Test
Paper illustration for 1-2-4-All.
Facilitation
1-2-4-All