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| Criterion |  Growth Funnel Analysis |  Knowledge Modeling Knowledge Mapping |  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. | Knowledge Mapping makes knowledge, gaps, and transfer paths visible across a field. It fits when expertise should not just exist but also be findable and transferable. | 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 | Medium | Low |
Timedifferent | 1-3 h | 1-3 h | 30-60 min |
Participantsdifferent | 1-5 | 3-12 | 1-5 |
Formatdifferent | Async | Workshop | Workshop + async |
Outputdifferent | Funnel report, Drop-off analysis, Optimization hypotheses | Knowledge Map, Critical Knowledge Areas, Transfer Plan | Completed Experiment Canvas, Success Metric |
Tagsno overlap | AnalyticsConversionGrowth | KnowledgeMappingRisk | ExperimentsValidationDiscoveryHypothesis |
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