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Criterion
Paper illustration for Fake Door Test
Product Discovery
Fake Door Test
Paper illustration for Smoke Test.
Product Discovery
Smoke Test
Paper illustration of a two-by-two Ansoff Matrix with four growth directions
Business Strategy
Ansoff Matrix
A/B Testing workspace showing the question, observations, and next decision.
Growth
A/B Testing
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 demand only needs to be roughly verified, it tests interest with minimal effort. It measures whether people would take a next step at all.The Ansoff Matrix organizes growth options by market and product relation. It helps weigh expansion, diversification, and adaptation cleanly against each other.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
MediumLowLowHigh
Timedifferent
1-5 Tage1-5 Tage45-90 min1-4 Wochen
Participantsdifferent
NutzertrafficNutzertraffic2-81-6
Formatdifferent
AsyncAsyncWorkshop + asyncAsync
Outputdifferent
Click Data, Interest Signal, Learning DecisionInterest Metrics, Conversion Signal, Learning NoteAnsoff Matrix, Growth Options, Risk NotesExperiment results, Decision log, Learning summary
Tagsno overlap
ValidationExperimentsDemandDiscovery
ValidationExperimentsDemandGrowth
GrowthStrategyMarketPortfolio
ExperimentsGrowthAnalyticsValidation
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