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| Criterion |  Growth Funnel Analysis |  Product Discovery Hypothesis Prioritization Canvas |  Product Strategy Counter Metrics |  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. | When many hypotheses compete for attention, it brings order to their learning sequence and importance. It separates problem, assumption, solution, and evidence. The result is captured as a prioritization canvas and a hypothesis backlog. | When a headline metric could mask side effects, it adds guardrail signals against unwanted outcomes. It connects customer value, product logic, and decision priorities. The result is captured as a counter-metric list and guardrail definitions. | 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 | Low |
Timedifferent | 1-3 h | 60-90 min | 30-60 min | 30-60 min |
Participantsdifferent | 1-5 | 3-8 | 2-6 | 1-5 |
Formatdifferent | Async | Workshop | Workshop + async | Workshop + async |
Outputdifferent | Funnel report, Drop-off analysis, Optimization hypotheses | Prioritization Canvas, Hypothesis Backlog | Counter Metric List, Guardrail Definitions | Completed Experiment Canvas, Success Metric |
Tagsno overlap | AnalyticsConversionGrowth | ExperimentsPrioritizationDiscoveryHypothesis | MetricsMeasurementStrategyExperiments | ExperimentsValidationDiscoveryHypothesis |