Shoplift vs. Convert
A complete comparison for Shopify merchants.
Both run A/B tests. Convert is an experimentation platform that works across any stack. Shoplift is the operating system for your Shopify CRO program. You plan it, build it, measure it, personalize it, and roll out winners in one Shopify-native workflow. If your revenue runs on Shopify, run your program where it lives.
Trusted by 2,000+ Shopify Plus Brands
The Key Differences At a Glance
Both platforms run A/B tests and both report results. The difference is the operating model: who on your team can launch a test, how much dev and QA each one takes, and where your ideas, campaigns, results, and winners live. Shoplift runs that whole loop inside Shopify.
Native Architecture
Native Architecture
Zero Page Flicker
Zero Page Flicker
Native Price Testing
Native Price Testing
Measured in Revenue Per Visitor
Measured in Revenue Per Visitor
Multi-Client Administration
Multi-Client Administration
Shopify CRO Service Delivery
Shopify CRO Service Delivery
Built-In Behavioral Research
Built-In Behavioral Research
Which Platform Fits Your Situation?
Both are capable tools. The right one depends on what you're optimizing and where it lives.
A testing tool helps you launch an experiment. A CRO platform helps you decide what to test, organize the work around initiatives, schedule it against launches and code freezes, measure the outcome, keep the learnings, personalize the winners, and keep the program moving.
Same Tests, Different Depth
Both platforms run A/B tests, support integrations including GA4, and report a winner. Line them up on a checklist and they might start to look interchangeable.
The difference is what happens beneath the checkbox. Because Shoplift installs in two clicks and sits inside Shopify, every app already connected to your store (reviews, UGC, upsell, subscriptions) is testable without wiring up a new integration. Because Convert works across every platform, on Shopify it reaches your store as an outside layer: code goes on top for the test, and after it ends, a developer translates the winner back into your theme. Shoplift only touches code if you asked for custom work, and only once.
Shoplift vs. Convert At a Glance
Both run tests. The questions that decide it for a Shopify Plus team:
How Real Brands Run CRO in Shoplift
These aren't pilots. Shopify Plus brands run their full CRO programs in Shoplift right now.
“Campaigns gives our team a layer of structure that a flat test list never could. We can now organize experiments around real initiatives, like a PDP overhaul or a homepage redesign, and track progress against those goals. For an agency running testing across multiple clients, that's a meaningful unlock.”
“We've been testing and increasing the price by 10% with really good results. Customers have been converting at their usual rate even with the price increase.”
“Hands down, the best A/B testing app on the market for Shopify. So easy to use, without any setup headaches like you might get with other apps.”
What the Checklist Doesn't Show
A matching feature isn't matching implementation. Here's the practical difference behind the checkboxes.
An A/B test is only as good as the way it's built, maintained, and put live. Follow one from variant creation through QA, through what happens when the theme changes, to how a winning variant ships permanently. That's where a tool built for every platform and a tool built for Shopify part ways.
In Shoplift’s performance research, a cached, locally assigned approach displayed first content in 0.37 seconds versus 1.34 seconds for a network-dependent setup.
You can only act on a result you trust and can tie to revenue.
For a DTC brand, price and offer are often the highest-leverage things you can test.
Who can launch a test, a merchandiser or only a developer, decides how many tests you run.
Certification is Shopify vouching that a tool meets its performance and security bar.
