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Multivariate testing

MVT works best when you suspect interaction effects between elements — the right headline works with one CTA but not another. When elements are independent, sequential A/B tests are faster and cheaper.

Most landing pages do not have enough traffic for statistically significant MVT. To detect a 15% relative lift on a 3×3 design at 95% confidence with a 5% baseline conversion rate, the page needs ~50,000-100,000 visitors per cell. Below that threshold, sequential A/B tests on the highest-leverage element produce sharper learning per visitor.

For B2B SaaS specifically, MVT rarely pays off — traffic is usually too low and the dominant lever (headline + value prop) usually moves more than element interactions do.

How Lytms scores it

Lytms is the diagnostic that surfaces which element to test in the first place. The output is a ranked list of weak elements with verbatim quotes; whether you A/B or MVT them is downstream of Lytms.

See also

See multivariate testing on your own page.

One URL. About 2 minutes.