> Source: https://tryordinary.com/blog/ab-testing-for-shopify-brands/

Experiments

# A/B test results that speak revenue, not p-values

May 19, 2026

## Overview

Most A/B testing tools answer "which variant got more clicks?" — but
clicks don't pay the bills. Ordinary's Experiments dashboard reads your
tests in revenue per visitor and tells you, in plain English, which
variant is actually winning and whether it's safe to call yet.

What you get

## Tests you can actually call

### Your tests show up automatically

Ordinary detects the A/B tests you're already running — from the popular testing tools and theme-level splits you already use — so there's no new setup to start seeing results.

### Results in money, not jargon

Each variant's revenue per visitor, average order value, and conversion rate side by side, with the winner clearly marked — and you choose how long after a click a sale still counts (a day for a flash sale, a month for a considered purchase).

### Know when to call it

A built-in “too early / call it now” signal so you stop ending tests prematurely — or letting winners run forever — plus a free sample-size calculator to plan a test before you launch.

### Slice everything by experiment

See a test's impact across your other reports — revenue, orders, customers — so you understand its effect on the whole business, not just one metric.

## Available now

Available on the **Starter plan and above**.

## Call your tests on revenue, not guesswork.

Connect Shopify and Ordinary picks up the A/B tests you're already running — and reads them in revenue per visitor.

[Connect your store](https://apps.shopify.com/ordinary-attribution-ab-testing)      Keep reading

## More from the blog

[October 9, 2026 Landing-page angles: every version of a page, with what it earns See each landing-page angle and split-URL test arm on its own row in Page Performance, with visits, orders, conversion rate, spend, CAC and ROAS per version.](/blog/landing-page-angles)[October 2, 2026 Reach rate: score homepage tests on where visitors go next Score homepage and landing-page A/B tests on how many visitors reach your product pages, and run several tests at once without them getting in each other's way.](/blog/ab-testing-reach-rate)[September 25, 2026 Page Performance: spend, ROAS, CAC and profit for every page Compare every landing page on what its ads cost and what it brings back: spend, net revenue, ROAS, new customers, CAC, Product CAC and profit, in one list.](/blog/page-performance-spend-roas-cac)