Digital marketing calculators

A/B Test Sample Size.

Estimate sample size per variant using a two-proportion z-test approximation. Use an absolute or relative minimum detectable effect and keep the assumptions visible.

Browser-based tool

Use A/B sample size

Nothing you enter here is sent to a Website-Me server.

Percentage, for example 3.
Percentage or percentage points depending on the selected type.
Usually 0.05.
Usually 0.8.
Ready when you are.Enter values and run the tool to see the result.

01 / use the tool

How to use A/B sample size

  1. Enter the values you know in the form.
  2. Run the tool and review the result alongside the notes below.

02 / interpret the output

What the result means

The approximation estimates the observations needed in each variant to detect the supplied effect at the selected alpha and power.

Important considerations

  • This is an approximation, not a substitute for experiment design or sequential-testing decisions.
  • The effect must be plausible and the conversion definition stable.

Worked example

Use a small, realistic example first so you can see how the output changes when one input changes.

03 / continue working

Move to the next relevant task without losing the context of this page.

04 / relevant support

Need help applying the result?

The tool is a useful starting point. Website-Me can help connect the next step to the wider site, SEO or GEO work.