Multivariate testing

Multivariate testing varies multiple elements (headline, image, CTA) at once. Reveals interaction effects but requires significant traffic.

When to use

You have enough traffic for 4-8 variants and suspect interactions between variables.

When not

Low-traffic pages where you can barely get one A/B to significance.

Analysis

Statistical models to isolate main effects and interactions. More complex than comparing two numbers.