Skip to results

Design A/B Tests

Foundations & Process · research

Updated 2026-07-28

Experiments compare decisions.
Good tests have:

One clear variable.
A measurable goal.
Enough users.

Avoid:

Testing random colors without purpose.
Optimizing clicks without value.

A higher conversion rate does not always mean a better experience.

Related guides