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| Criterion | ![]() Product Discovery Learning Card | ![]() Growth Growth Experiment | ![]() Agile Bucket System | ![]() Agile Affinity Estimation |
|---|---|---|---|---|
Purposedifferent | The Learning Card connects traceable test results to a reasoned next action while keeping the limits of the insight visible. | 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. | When a large batch of work needs a fast, rough estimate, it sorts items into predefined size buckets. It sorts work by value, risk, and delivery ability. The result is captured as a Bucketed Backlog, Relative Estimates, and Split Candidates. | When many tasks need to be classified quickly, it sorts them by perceived effort and similarity. It reduces the effort of fine-grained estimation for large volumes. |
Complexitydifferent | Low | Medium | Medium | Medium |
Timedifferent | 25-40 min | 1-2 Wochen | 30-90 min | 30-90 min |
Participantsdifferent | 1-5 | 1-6 | 3-12 | 3-12 |
Formatdifferent | Workshop + async | Workshop + async | Workshop | Workshop |
Outputdifferent | Learning Card with evidence and next action | Experiment card, Result summary, Next bet | Bucketed Backlog, Relative Estimates, Split Candidates | Affinity Size Map, Grouped Estimates, Unclear Items |
Tagsno overlap | ExperimentsValidationDiscoveryLearning | MarketingGrowthExperimentsLearning | EstimationBacklogRelative sizing | EstimationBacklogRelative sizing |



