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A/B Test Sample Size Calculator: How Many Visitors Do You Need?

· 4 min read

The most common A/B testing mistake isn't bad traffic or wrong goals — it's stopping the experiment too early.

Without calculating the required sample size before you start, you're likely to call a winner based on random noise and ship a change that has no real effect, or worse, a negative one.

This guide walks through the exact formula, a real worked example, and what to do when your traffic is too low.