Skip to content
The Madison Avenue Field GuideA field guide to marketing & advertising, by Brandon Mina

GlossaryMeasurement & AttributionMultivariate Testing (MVT)

Measurement & Attribution

Multivariate Testing (MVT)

An experiment that tests combinations of changes to several page or ad elements at once to find the best-performing combination.

By Brandon MinaCEO, BrandPilot AIUpdated November 2026

Short answer

Multivariate testing (MVT) is an experiment that tests combinations of changes to several page or ad elements at once, such as headline, image and button, to find the best-performing combination. It reveals how elements interact, not just which single change works, but it requires substantially more traffic than a simple A/B test to reach reliable conclusions.