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Criterion
Funnel Analysis workspace showing the question, observations, and next decision.
Growth
Funnel Analysis
Paper illustration of a calm four-quadrant Assumption Map with hypothesis cards and emphasis on important assumptions with little evidence.
Product Discovery
Assumption Mapping
Paper illustration of a two-by-two Ansoff Matrix with four growth directions
Business Strategy
Ansoff Matrix
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 assumptions still sit unordered in the room, it weighs uncertainty against leverage. It makes visible which hypotheses should be checked first.The Ansoff Matrix organizes growth options by market and product relation. It helps weigh expansion, diversification, and adaptation cleanly against each other.
Complexitydifferent
MediumMediumLow
Timedifferent
1-3 h45-60 min45-90 min
Participantsdifferent
1-52-82-8
Formatdifferent
AsyncWorkshop + asyncWorkshop + async
Outputdifferent
Funnel report, Drop-off analysis, Optimization hypothesesAssumption map, Test backlog, Risk rankingAnsoff Matrix, Growth Options, Risk Notes
Tagsno overlap
AnalyticsConversionGrowth
AssumptionsRiskExperimentsValidation
GrowthStrategyMarketPortfolio
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Often compared together

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

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 of an assumption matrix with prioritized test cards
Decision Making
Assumption Surfacing