[2026 Edition] Comparison of Shopify AB test apps: 4 recommended choices

Continuous site improvement using AB test apps is the shortest route to maximizing sales in the latest Shopify operations in 2026. This is because repeating empirical improvements based on data, rather than relying on intuition, eliminates subjectivity and achieves a reliable improvement in conversion rates. In this article, we will explain four particularly excellent AB test apps in a ranking format. We provide strong support for a clear improvement process and reliable operations that are directly linked to results.

1st Place

Elevate A/B Testing

App URL: Shopify View in app store

App Overview

An intuitive Shopify-specific AB testing tool that lets you start testing product prices, images, and descriptions in just a few clicks.

App details

No complicated code editing required. It is strong in testing “price”, which has the greatest impact on sales, and automatically analyzes which price range can maximize profits. Ideal for anyone from beginners to advanced users who want to make improvements quickly.

2nd place

Explore ‑ A/B Testing

App URL: Shopify View in app store

App overview

A user experience (UX) optimization tool that is excellent for testing the layout of the entire page and the placement of elements.

App details

Visualize which button colors and banner placements are more likely to be clicked. It is suitable for operators who want to combine a heat map perspective and AB testing, and helps improve the overall circulation rate of the site.

3rd place

A/B Testing by Intelligems

App URL: Shopify View in app store

App overview

This is an app that specializes in profitability analysis, with strengths in setting shipping costs and measuring the effectiveness of discount campaigns.

App details

It is possible to perform tests to optimize the balance between logistics costs and sales, such as “Where should the free shipping line be set?” It is highly supported by D2C brands that emphasize profit margins.

4th place

Shogun Page Builder (A/B Testing feature)

App URL: View in Shopify App Store

App overview

A design-free testing tool that comes as part of a powerful page builder feature.

App details

It is useful when conducting tests that significantly change the composition of the LP (landing page). It is suitable for professional operations who want to complete design creation and effect verification on the same platform.