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| Criterion |  Growth Funnel Analysis |  Business Strategy Ansoff Matrix |  Product Discovery Learning Card |  Product Discovery Experiment Canvas |
|---|---|---|---|---|
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. | The Ansoff Matrix organizes growth options by market and product relation. It helps weigh expansion, diversification, and adaptation cleanly against each other. | The Learning Card connects traceable test results to a reasoned next action while keeping the limits of the insight visible. | When experiments become unreadable after the fact, it arranges hypothesis, signal, and learning goal on a single canvas. It separates problem, assumption, solution, and evidence. The result is captured as a Completed Experiment Canvas and a Success Metric. |
Complexitydifferent | Medium | Low | Low | Low |
Timedifferent | 1-3 h | 45-90 min | 25-40 min | 30-60 min |
Participantsdifferent | 1-5 | 2-8 | 1-5 | 1-5 |
Formatdifferent | Async | Workshop + async | Workshop + async | Workshop + async |
Outputdifferent | Funnel report, Drop-off analysis, Optimization hypotheses | Ansoff Matrix, Growth Options, Risk Notes | Learning Card with evidence and next action | Completed Experiment Canvas, Success Metric |
Tagsno overlap | AnalyticsConversionGrowth | GrowthStrategyMarketPortfolio | ExperimentsValidationDiscoveryLearning | ExperimentsValidationDiscoveryHypothesis |