10 Best A/B Testing Apps for Shopify

If you’re serious about growing your Shopify store, you already know that traffic alone won’t pay the bills. What actually moves the needle is conversion rate, and one of the smartest ways to improve it is through A/B testing. But to run A/B tests properly on Shopify, you need the right app.

With so many options available, choosing the best Shopify A/B testing app can feel overwhelming. That’s why we’ve put together this list of the 10 best A/B testing apps for Shopify, covering everything from pricing tests to full page split testing, so you can pick the one that fits your store’s needs and budget.

Why You Need an A/B Testing App for Shopify

Shopify doesn’t come with a fully built in native tool for testing most store elements like product pages, pricing, or checkout flow. This means you need a dedicated app to properly run split tests.

A good A/B testing app helps you:

• Test different versions of your product pages, homepage, and pricing
• Split traffic evenly between variations
• Track conversion rates, click through rates, and revenue impact
• Get statistically reliable results instead of guessing
• Make data driven decisions that improve sales over time

With that in mind, let’s dive into the 10 best A/B testing apps for Shopify.

1. Intelligems

Intelligems is one of the most popular Shopify A/B testing apps, especially known for its strength in pricing and discount experiments. If you want to test different price points, shipping thresholds, or discount structures, Intelligems is built specifically for this.

Key features:

• Price testing without needing duplicate products
• Free shipping threshold experiments
• Bundle and discount testing
• Detailed revenue based reporting, not just click data
• Easy integration with Shopify themes

Best for: Store owners who want to experiment with pricing strategy and promotional offers rather than just visual design changes.

Intelligems stands out because it focuses on revenue impact rather than just surface level metrics like clicks. This makes it a favorite among data driven merchants who want to see how pricing changes affect their bottom line.

2. Neat A/B Testing

Neat A/B Testing is designed with simplicity in mind, making it a great choice for beginners or smaller store owners who don’t want to deal with a complicated setup process.

Key features:

• Simple, beginner friendly interface
• Quick setup for testing pages, sections, and elements
• Clear reporting dashboard
• Works well with Shopify’s native theme editor

Best for: New Shopify store owners who are running their first A/B tests and want something straightforward without a steep learning curve.

If you’ve never run an A/B test before, Neat A/B Testing is a good starting point. It strips away unnecessary complexity so you can focus on learning the testing process itself.

3. Convert

Convert (Convert Experiences) is a well established testing platform often used by larger stores and enterprise level merchants. It offers advanced targeting and segmentation options that go beyond basic split testing.

Key features:

• Advanced audience segmentation
• Multivariate testing (testing multiple variables at once)
• Strong privacy and data compliance features
• Integration with analytics platforms
• Detailed statistical significance reporting

Best for: Larger Shopify stores or businesses that need advanced targeting, deeper analytics, and enterprise level reliability.

Convert is a bit more advanced than some of the other apps on this list, so it may take slightly more time to set up. However, the depth of insight it provides makes it worthwhile for stores with higher traffic volumes.

4. VWO (Visual Website Optimizer)

VWO is one of the most well known names in the A/B testing industry, and it works well for Shopify stores that want a comprehensive testing and optimization toolkit.

Key features:

• Visual editor for creating test variations without coding
• Heatmaps and session recordings included
• Advanced targeting rules
• Full funnel testing capabilities
• Detailed statistical analysis

Best for: Store owners who want an all in one platform that combines A/B testing with behavior analytics like heatmaps and recordings.

VWO is particularly useful if you want to understand not just what happened during a test, but why it happened. Combining testing data with heatmaps gives you a much fuller picture of customer behavior.

5. Kameleoon

Kameleoon is a powerful testing and personalization platform that goes beyond basic A/B testing. It’s built for merchants who want to combine testing with AI-driven personalization.

Key features:

• AI powered personalization alongside A/B testing
• Advanced segmentation based on customer behavior
• Server side and client side testing options
• Real time reporting
• Strong support for enterprise level Shopify Plus stores

Best for: Shopify Plus merchants or larger stores looking to combine split testing with personalized shopping experiences.

Kameleoon is a great option if you’re ready to move beyond simple split testing and want to explore personalizing your store experience for different customer segments.

6. ABConvert

ABConvert is a Shopify native A/B testing app built specifically for ecommerce, with a strong focus on pricing and product page testing.

Key features:

• Price and product testing designed for Shopify stores
• Simple setup process built into the Shopify admin
• Real time performance tracking
• Support for testing collections, product pages, and pricing simultaneously
• Clear, ecommerce focused reporting

Best for: Shopify merchants who want a native app experience without needing to work with an external platform or complicated integrations.

Since ABConvert is built specifically for Shopify, it tends to integrate smoothly with your existing store setup, which can save time during installation and configuration.

7. Split Test

Split Test (also known as Split Test by various Shopify app developers) offers a straightforward approach to testing themes, layouts, and page elements directly within Shopify.

Key features:

• Theme level A/B testing
• Easy comparison between two live theme versions
• Simple traffic splitting mechanism
• Real time conversion tracking
• Beginner friendly dashboard

Best for: Store owners who want to test entire theme designs or major layout changes rather than small individual elements.

If you’re considering a full theme redesign but aren’t sure if it will actually improve conversions, Split Test allows you to compare your current theme against a new one before fully committing.

8. Optimizely

Optimizely is one of the most trusted names in the experimentation and testing space, used by many large ecommerce brands. It offers robust testing capabilities that extend well beyond basic split testing.

Key features:

• Advanced experimentation platform with feature flagging
• Strong statistical engine for reliable results
• Multivariate and multi page testing
• Detailed audience targeting
• Enterprise level scalability

Best for: Larger Shopify Plus stores or businesses that need enterprise grade testing infrastructure and are willing to invest in a more advanced (and typically pricier) solution.

Optimizely does come with a steeper learning curve and higher cost compared to some other apps on this list, but for high traffic stores, the depth of testing capability can be worth the investment.

9. Growthbook

Growthbook is an open source feature flagging and A/B testing platform that has gained popularity for its flexibility and transparency. It’s a great option for merchants who are comfortable with a bit more technical setup.

Key features:

• Open source and highly customizable
• Feature flagging combined with experimentation
• Strong developer friendly documentation
• Transparent statistical methodology
• Cost-effective compared to some enterprise tools

Best for: Technically inclined Shopify merchants or development teams who want more control and customization over their testing setup.

Because Growthbook is open-source, it offers a level of flexibility that proprietary tools sometimes lack. This makes it appealing to stores with in-house development resources.

10. Trident A/B

Trident A/B rounds out our list as a dedicated Shopify testing app focused on making split testing accessible for everyday merchants without requiring technical expertise.

Key features:

• Straightforward setup within the Shopify dashboard
• Support for testing product pages, collections, and homepage elements
• Clear, easy to read results dashboard
• Reliable traffic splitting technology
• Responsive customer support for troubleshooting

Best for: Small to medium sized Shopify stores looking for a dependable, no frills testing solution.

Trident A/B is a solid choice if you want reliable testing functionality without needing to navigate a complicated interface or steep learning curve.

How to Choose the Right A/B Testing App for Your Shopify Store

With so many great options, how do you decide which app is right for your store? Here are a few factors to consider:

1. Your Store’s Traffic Volume

If your store gets lower traffic, you’ll want an app that’s easy to set up and doesn’t require a huge sample size to show results. Apps like Neat A/B Testing or Trident A/B may be a better fit. If you have high traffic, more advanced platforms like Optimizely or Convert can make better use of that data.

2. Your Budget

A/B testing apps range from affordable, beginner-friendly options to premium enterprise tools. Determine your budget before committing to a plan, and take advantage of free trials when available.

3. What You Want to Test

If pricing and discounts are your main focus, Intelligems or ABConvert are strong choices. If you want to test full theme designs, Split Test is a better fit. If you want a combination of testing and personalization, Kameleoon might be the right choice.

4. Technical Comfort Level

Some apps, like Growthbook, require more technical setup, while others, like Neat A/B Testing, are designed for non-technical users. Choose based on your comfort level or your team’s development resources.

5. Reporting and Analytics Depth

If you need detailed statistical analysis and audience segmentation, platforms like VWO, Convert, or Optimizely offer more advanced reporting. If you just need simple, clear results, a beginner friendly app will likely serve you well.

Best Practices When Using Shopify A/B Testing Apps

Choosing the right app is only part of the equation. Here are some best practices to get the most value out of whichever tool you choose:

Test One Variable at a Time

Whether you’re testing a headline, button color, or price point, changing only one variable at a time ensures you know exactly what caused any change in performance.

Give Your Tests Enough Time

Most apps will tell you when your results are statistically significant, but as a general guideline, aim to run tests for at least one to two weeks and gather at least 1,000 to 2,000 visitors per version.

Start With High Impact Pages

Focus your first tests on pages with the most traffic, like your homepage or best-selling product pages, to gather reliable data faster.

Keep a Testing Log

Document every test, including your hypothesis, results, and key takeaways. This helps you build a knowledge base over time and avoid repeating tests.

Combine Testing With Analytics

Many of these apps work well alongside tools like Google Analytics or heatmap tools, giving you a fuller picture of not just what happened, but why it happened.

Final Thoughts

Choosing the best A/B testing app for your Shopify store depends on your specific goals, traffic levels, and technical comfort. Whether you’re a small store just getting started with Neat A/B Testing or Trident A/B, or a larger enterprise-level business ready for the advanced capabilities of Optimizely or Convert, there’s an option on this list suited to your needs.

The apps covered here, Intelligems, Neat A/B Testing, Convert, VWO, Kameleoon, ABConvert, Split Test, Optimizely, Growthbook, and Trident A/B, each bring something unique to the table. The key is to match the tool to your store’s size, goals, and the type of testing you want to prioritize.

No matter which app you choose, the real value comes from consistent, thoughtful testing over time. Start with a clear hypothesis, test one change at a time, and let your data guide your decisions. Over time, these small, tested improvements will add up to meaningful growth for your Shopify store.