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| Criterion |  Delivery Shape Up |  Growth Funnel Analysis |  Operations ALPEN Method |  Growth A/B Testing |
|---|---|---|---|---|
Purposedifferent | Shape Up helps clarify scope, sequence, and delivery flow. It makes work boundaries and decisions explicit and captures results as pitches, bet-table decisions, and hill charts. | 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. | With an overloaded day full of too many tasks, a realistic picture of the day emerges. The method connects estimating, deciding, and buffer thinking so planning fits available energy and time. | When two variants compete, discussions quickly decide by taste rather than effect. A/B Testing checks behavior under controlled conditions and separates real improvement from chance or expectation effects. |
Complexitydifferent | Medium | Medium | Low | High |
Timedifferent | 6 Wochen Cycle + 2 Wochen Cool-Down | 1-3 h | 10-20 min daily | 1-4 Wochen |
Participantsdifferent | 2-4 pro Pitch | 1-5 | 1 | 1-6 |
Formatdifferent | Workshop + async | Async | Async | Async |
Outputdifferent | Pitches, Bet-table decisions, Hill charts, Cooldown outcomes | Funnel report, Drop-off analysis, Optimization hypotheses | Daily Plan, Time Estimates, Review Notes | Experiment results, Decision log, Learning summary |
Tagsno overlap | PlanningDeliveryAutonomy | AnalyticsConversionGrowth | PlanningTime managementProductivityOperations | ExperimentsGrowthAnalyticsValidation |