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| Criterion |  UX Research User Interviews |  Operations ALPEN Method |  Product Discovery Hypothesis Prioritization Canvas |  Operations Eat the Frog |
|---|---|---|---|---|
Purposedifferent | When teams derive needs only from assumptions and real motives are missing, user interviews give direct access to behavior and meaning. Conversations from the target group's everyday life make patterns, tensions, and open questions solidly visible. | 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 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. | The method protects energy and attention for the task that creates the largest progress and is often postponed. |
Complexitydifferent | Low | Low | Medium | Low |
Timedifferent | 30–60 min per interview | 10-20 min daily | 60-90 min | 15-90 min daily |
Participantsdifferent | 1 participant per interview | 1 | 3-8 | 1 |
Formatdifferent | Workshop + async | Async | Workshop | Async |
Outputdifferent | Interview Notes, Themes, Insight Summary | Daily Plan, Time Estimates, Review Notes | Prioritization Canvas, Hypothesis Backlog | Priority Task, Completion Note, Daily Focus |
Tagsno overlap | QualitativeResearchCustomerDiscovery | PlanningTime managementProductivityOperations | ExperimentsPrioritizationDiscoveryHypothesis | PrioritizationProductivityFocusExecution |