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| Criterion |  Growth Funnel Analysis |  Systems Thinking Behavior Over Time Graph |  Product Discovery Assumption Mapping |
|---|---|---|---|
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 Behavior Over Time Graph shows how a metric or observation develops over time. The method makes trends, breaks, and recurring patterns visible that get lost in snapshots. | When assumptions still sit unordered in the room, it weighs uncertainty against leverage. It makes visible which hypotheses should be checked first. |
Complexitydifferent | Medium | Low | Medium |
Timedifferent | 1-3 h | 20-45 min | 45-60 min |
Participantsdifferent | 1-5 | 1-10 | 2-8 |
Formatdifferent | Async | Workshop + async | Workshop + async |
Outputdifferent | Funnel report, Drop-off analysis, Optimization hypotheses | Behavior Over Time Graph, Trend Hypotheses, Key Events | Assumption map, Test backlog, Risk ranking |
Tagsno overlap | AnalyticsConversionGrowth | Systems thinkingPatternsDynamics | AssumptionsRiskExperimentsValidation |
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