View methods side by side.
Choose up to four methods. Add them using the search and share the comparison by copying its link.
| Criterion |  UX Research Surveys |  Product Strategy Lean Canvas |  Growth A/B Testing |
|---|---|---|---|
Purposedifferent | When a topic needs to be validated broadly and many people can answer the same question, surveys gather structured feedback in a scalable form. Answers become comparable and segmentable instead of remaining merely anecdotal. | When an early product bet still has too many open points, it brings target group, problem, and assumptions into a single view. It condenses the idea so core risks become nameable. | 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 | High |
Timedifferent | 3-14 Tage | 45-90 min | 1-4 Wochen |
Participantsdifferent | 50+ | 1-6 | 1-6 |
Formatdifferent | Async | Workshop + async | Async |
Outputdifferent | Survey Results, Charts, Segment Insights | Lean Canvas, Core Assumptions, Experiment Backlog | Experiment results, Decision log, Learning summary |
Tagsno overlap | QuantitativeResearchValidation | StartupLeanAssumptionsBusiness model | ExperimentsGrowthAnalyticsValidation |
Often compared together
Methods with strong topical overlap with the current selection, not yet in the comparison.
