What’s the best way to test segmentation hypotheses with data?

Define your hypothesis such as high value subscribers prefer educational content. Split your audience into test and control groups (an A/B test) or multiple test groups (an A/B/n test). Measure performance across both.

Use repeatable experiments and review long term outcomes.