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Adult lifestyle e-commerce · Under NDA

From segmentation to a tested redesign

Over three years we helped an e-commerce brand understand who its customers are and redesign around them: large-scale testing, archetypes built with machine learning, then an A/B test of the new site against the old one.

157people tested & interviewed

5archetypes

3studies

Adult lifestyle e-commerce · Under NDA: From segmentation to a tested redesign

Goals

  • Find where the current site loses people
  • Define customer archetypes
  • Prove the redesign works before launch

The story

  1. What we learned

    People in one category differ more by personality than by age or income, so the strategy follows archetypes.

Made with

Unmoderated & moderated usability testingIn-depth interviewsML clustering into archetypesA/B testing in Jakarta & BaliUX strategy

More research & data

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