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| Criterion |  Growth Funnel Analysis |  Business Strategy Business Model Stress Test |  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. | A Business Model Stress Test checks how well a business model holds up under pressure and headwinds. It compares strengths, risks, market logic, and courses of action. The result is captured as a stress-test report and action plan per scenario. | 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 | High | Low |
Timedifferent | 1-3 h | Half day | 30-60 min |
Participantsdifferent | 1-5 | 3-8 | 1-5 |
Formatdifferent | Async | Workshop | Workshop + async |
Outputdifferent | Funnel report, Drop-off analysis, Optimization hypotheses | Stress Test Report, Action Plan per Scenario | Completed Experiment Canvas, Success Metric |
Tagsno overlap | AnalyticsConversionGrowth | StrategyBusiness modelRiskDiagnosis | ExperimentsValidationDiscoveryHypothesis |
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