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A/B Testing

Compare two versions of a design to determine which performs better against specific metrics.

Budget

medium

Timeline

medium

Team Size

small

Goals

evaluation

Pros

  • Provides quantitative data
  • Tests with real users in production
  • Can measure business impact directly
  • Reduces opinion-based decisions

Cons

  • × Requires significant traffic for statistical significance
  • × Limited to comparing specific variations
  • × May not reveal why users prefer one version
  • × Technical implementation can be complex

Example Use Case

Testing two different checkout button designs to see which results in higher conversion rates.

Additional Use Cases

  • Button design comparison
  • Layout alternatives
  • Copy testing
  • Feature presentation