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Selected:Funnel AnalysisARID (Active Reviews for Intermediate Designs)Growth ExperimentLearning Card
| Criterion |  Growth Funnel Analysis |  Architecture ARID (Active Reviews for Intermediate Designs) |  Growth Growth Experiment |  Product Discovery Learning Card |
|---|---|---|---|---|
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. | ARID examines how well developers can work with a technical design. It focuses on a part of the system that can still be revised, between the architecture overview and the detailed specification. | When growth ideas surface quickly, the temptation to build immediately instead of learning is high. A Growth Experiment frames an assumption so target group, lever, and measurement are clear before the first deployment. | The Learning Card connects traceable test results to a reasoned next action while keeping the limits of the insight visible. |
Complexitydifferent | Medium | Medium | Medium | Low |
Timedifferent | 1-3 h | 2–4 h review as a planning range; preparation and evaluation additional | 1-2 Wochen | 25-40 min |
Participantsdifferent | 1-5 | Designers, developers as users, and facilitation | 1-6 | 1-5 |
Formatdifferent | Async | Workshop + async | Workshop + async | Workshop + async |
Outputdifferent | Funnel report, Drop-off analysis, Optimization hypotheses | Prioritized development tasks, Jointly produced code or pseudocode, Observed difficulties and open design questions, Proposed design revisions | Experiment card, Result summary, Next bet | Learning Card with evidence and next action |
Tagsno overlap | AnalyticsConversionGrowth | ArchitectureEngineeringFeedbackValidationTasks | MarketingGrowthExperimentsLearning | ExperimentsValidationDiscoveryLearning |