Start with the question that decides everything: can your store produce a result a test could read?
Under roughly 500 sessions a month on the page you want to test, no tool will help. Under a few hundred conversions a month across the store, expect tests to take a long time and settle rarely. That is not a tooling problem and no app fixes it.
The options
Shopify native A/B testing — built into the platform for theme and template testing. Free, no third-party script, no flicker. The right first move for most stores.
Intelligems — built specifically for Shopify, and notable for testing price and offers rather than only layout. Strong choice for DTC.
Visually — Shopify-focused, no-code editor, reasonable for teams without a developer.
Convert — general-purpose, mature statistics, good for teams that know what they are doing.
Optimizely / VWO — enterprise platforms. Capable, expensive, and more than most Shopify brands need.
| Best for | Watch | |
|---|---|---|
| Shopify native | Template tests, free | Limited scope |
| Intelligems | Price and offer testing | DTC-specific |
| Visually | No-code teams | Script weight |
| Convert | Statistical rigour | Setup effort |
| Optimizely / VWO | Enterprise programmes | Cost |
What matters more than the tool
Deciding the metric before you ship. Usually add-to-cart rate on a product page test, because it accumulates events faster than orders and sits closest to the change.
Not stopping when it looks good. Peeking and stopping at the first happy moment is the most reliable way to manufacture a false positive.
Publishing the interval. A lift figure without a confidence interval tells you the direction and pretends to tell you the size.
Client-side testing tools can cause flicker — the original page appearing briefly before the variant swaps in. It hurts the variant's numbers and makes the test lie in the control's favour.
We wrote about how to read these results properly, using one of our own tests that proved nothing, in why most CRO case studies prove nothing.
Talk it through
Send us your monthly sessions and conversions.
We will tell you whether a test on your store can settle in a sensible window, and which tool fits if it can.
Check your trafficA real read within one business day — not a sales call.
About the author
Manpreet Singh
Manpreet Singh is the founder of Proscube, an ecommerce growth studio. He leads the studio's Shopify and Shopify Plus engineering, headless builds, CRO, and its work on AI engine optimization, and writes its guidance on how to grow a DTC brand without wasting money. He works directly with founders — no account-manager layers between you and the people doing the work — and would rather tell a client not to build something than sell them work they don't need.
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