Shoplift vs. A/B Tasty

One is built for Shopify Plus. The other is an enterprise suite reaching your store through a tag.

A/B Tasty is built to optimize every channel an enterprise runs. Shoplift is the only CRO platform built for Shopify Plus. The right pick comes down to your program’s channel and breadth.

Trusted by 2,000+ Shopify Plus Brands

Haus Labs, Kitsch, and Dreamland Baby run their CRO programs in Shoplift.

The Key Differences At a Glance

Both run A/B tests. The difference shows up in your team's week: how fast you launch, who has to get involved, what happens after a test ends, and whether the platform was built for Shopify or adapted to it.

Shoplift logo
Advantage

Works the Way Your Team Already Works

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Works the Way Your Team Already Works

Shoplift is a natural extension of your team's day-to-day Shopify workflow. A merchandiser builds a test the same way they'd edit the store and a developer stays in their normal Git workflow. A/B Tasty is an enterprise suite with its own editor, its own onboarding, and a learning curve reviewers regularly flag. It’s a program to stand up, not an app you switch on.
Shoplift logo
Advantage
Shoplift logo
Advantage

No Rework, No Vendor Lock-In

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No Rework, No Vendor Lock-In

Shoplift changes the page natively, so a winning variant just stays live. You don’t need developer resources to re-implement it after the test. A/B Tasty reaches Shopify through a JavaScript tag layered on top of your site. Keeping a winner live means either translating it back into the theme or leaving the tag running for everyone. Shopify native means you're never stuck on top of your own store.
Shoplift logo
Advantage
Shoplift logo
Advantage

No Flicker, Clean Results

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No Flicker, Clean Results

Shoplift builds variants in the Shopify Theme Customizer and serves them through Shopify. That means no flash of original content and no page-speed tax. A/B Tasty's tag forces a tradeoff: the async version is faster but can flicker on Shopify, the sync version reduces flicker but loads scripts in order and can slow the page. On a conversion-sensitive store, that flicker will often corrupt the very test you're running.
Shoplift logo
Advantage
Shoplift logo
Advantage

Measured in Revenue, Not Just Clicks

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Measured in Revenue, Not Just Clicks

Shoplift matches every order 1:1 back to Shopify, so revenue per visitor, AOV, and subscription-vs-one-time reporting come standard alongside the behavioral metrics you'd expect. A/B Tasty reads results off tag-based conversion tracking, without a direct line to your Shopify order data.
Shoplift logo
Advantage
A/B Tasty
Advantage

Enterprise Breadth

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Enterprise Breadth

A/B Tasty bundles testing, content personalization, and feature flags across any channel, with motivation-based segmentation (EmotionsAI) and enterprise infrastructure trusted by global brands like L'Oréal, Sephora, and Disney. If you're optimizing a multi-channel enterprise, not just a Shopify store, A/B Tasty may be a more feasible option.
A/B Tasty
Advantage

Which Platform Fits Your Situation?

Both are strong tools. The right fit depends on your stack, your team, and how far your program has to reach.

Shoplift logo
Advantage
Built for brands running a serious CRO program on Shopify Plus.
Shoplift makes sense if…
Your store runs on Shopify or Shopify Plus, and that's not changing.
You want your team building tests inside the Shopify workflow they already use with no new tool to learn.
You want to test themes, templates, prices, and subscriptions natively, not through a tag.
You want winners to stay live without devs re-implementing them after every test.
Revenue per visitor is a metric you're judged on, not just clicks.
You want tests that auto-end on significance and run as one coordinated program tied to a goal and a calendar.
You want published pricing you can start on today, without a sales cycle.
If you're optimizing a Shopify store and want accuracy, speed, and native depth, Shoplift is the fit.
A/B Tasty
A fit for enterprises optimizing across many channels at once
A/B Tasty makes sense if…
You run across multiple platforms, a headless build, or non-Shopify properties.
You need content personalization and feature flags in the same platform as testing.
You're coordinating concurrent experiments across many teams.
You want motivation-based audience segmentation (EmotionsAI).
You have the budget and timeline for enterprise onboarding and a custom contract.

Same Checklist, Different Story

A/B Tasty is built to optimize every channel a global enterprise runs: testing, personalization, and feature flags across any web stack. That breadth is the whole pitch, and it's native to none of those stacks. On Shopify it lands as a tag on top of your store. Shoplift is built exclusively for Shopify and it shows in both efficiency and architecture.

The difference is what testing costs your team. With Shoplift, tests are built and shipped inside Shopify, winners stay live with no re-implementation, and results read against real revenue. And because Shoplift sits underneath Shopify on events, it inherits the apps you already run. You can test your reviews, UGC, or upsell apps, or prove the ROI of a tool by running the store with and without it, without wiring up a single integration.

Shoplift Dashboard

Shoplift vs. Optimizely At a Glance

Both are strong tools built for different jobs. Only one was built for speed, stability, and revenue accuracy inside Shopify.

Feature
Shoplift
A/B Tasty
Purpose-built for Shopify
Yes
(Shopify / Shopify Plus only)
No
(platform-agnostic, any stack)
Shopify Plus Certified
Yes
(first and only testing app certified)
Not documented
Works in your existing Shopify workflow
Yes
(edit tests like you edit the store)
No
(separate editor + onboarding)
Time to first test
Seconds to install, launch same week
Enterprise onboarding; steeper ramp
Native theme / template testing
Yes
(built in Theme Customizer)
No
(generic JS tag overlay)
No-flicker native rendering
Yes
(served through Shopify)
Tag tradeoff: async flickers / sync slows
Rework to keep a winner live
None — stays live natively
Devs re-implement or run the tag at 100%
Server-side experiment delivery
Yes
(hybrid: client-side allocation + server-side via Shopify)
Feature flags, but dev-intensive
Statistical engine
Bayesian, auto-ends on significance
Frequentist, more manual oversight
1:1 Shopify order matching
Yes
(native)
No
(tag-based conversion tracking)
RPV / AOV + subscription reporting
Yes
(native, incl. sub vs. one-time)
Not documented
Price testing
Yes
(native)
Not documented
Subscription testing
Yes
(native)
Not documented
Guided test creation
Lift Assist auto-builds proven conversion features
Evi (setup) + EmotionsAI (segmentation)
Content personalization
Coming soon
Yes
(dedicated pillar)
Heatmaps / recordings / analytics
Direct: GA4, Heatmap.com; API for Hotjar, Clarity, Lucky Orange, Amplitude
Via suite + integrations
Inherits your existing Shopify app stack
Yes
(sits under Shopify on events)
No
(integrate each separately)
Works across non-Shopify properties
Yes
Transparent published pricing
Yes
($99 / $399 / $699 per mo)
No
(custom, quote-only)
Free trial
Yes
(14-day)
No
(enterprise sales process)
Entry price
$99/mo
(25% off annual)
Custom quote only (enterprise contract)

How Real Brands Run CRO in Shoplift

These aren't pilots. Shopify Plus brands run their full CRO programs in Shoplift right now.

Diego Castro, Strategist at on/SightDiego Castro, Strategist at on/Sight

“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.”

Diego Castro
Strategist at on/Sight
Sophie Pilkington, Senior Manager of Ecommerce at MinnowSophie Pilkington, Senior Manager of Ecommerce at Minnow

“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.”

Sophie Pilkington
Senior Manager of Ecommerce at Minnow
Joseph Lam, Founder/CEO of Parents Are HumanJoseph Lam, Founder/CEO of Parents Are Human

“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.”

Joseph Lam
CEO & Co-founder of Parents Are Human
Technical Breakdown

What the Checklist Doesn't Show

How each of these works on a real Shopify store and what that means for your team.

01
Built Into Your Shopify Workflow (vs. an Enterprise Rollout)

The fastest testing program is the one your team doesn't have to change their day to run. Where a test gets built decides how fast it ships and who has to be involved.

Shoplift logo
Advantage
Tests are built in the Shopify Theme Customizer, so a merchandiser works as they would editing the store and a developer stays in the same Git workflow. Shoplift installs in seconds, and a winner stays live natively with no re-implementation.
A/B Tasty
A/B Tasty is an enterprise suite with its own editor and onboarding. It's capable, but standing it up is a project (reviewers cite a steeper learning curve on advanced features) and its work lives in a tag on top of your store, not in the theme.
The lock-in trap:

To avoid re-implementing a winner, teams leave the tag live at 100% traffic, so a script meant for a test now sits on every shopper's page load.

02
Native Rendering vs. Tag Flicker

On a conversion-sensitive storefront, the testing tool can depress the very metric it's measuring.

Shoplift logo
Advantage
Variants are served through Shopify with no flash of original content, no client-side script rewriting the DOM, and no page-speed penalty.
A/B Tasty
As a tag-based tool, A/B Tasty offers async and sync deployment. On Shopify the async tag can flicker; the sync tag reduces flicker but loads scripts in order and can slow the page. Shopify-specific edge cases aren't documented as native behaviors.
Why it matters:

Flicker doesn't just look bad, it degrades page speed and can corrupt the results of the test itself.

03
Server-Side Without the Overhead

"Can it do engineering-led experiments?" is the enterprise question. The answer for Shoplift is yes, with a different architecture.

Shoplift logo
Advantage
Shoplift is a hybrid: allocation happens client-side (the fastest way to decide whether a visitor is in a test), and the variant is delivered server-side through Shopify's own servers. You get server-side performance and can run sophisticated, technical experiments — including triggering Shopify functions — via the JavaScript API, without standing up heavy infrastructure.
A/B Tasty
A/B Tasty offers feature flags and release management as a full enterprise pillar. This is a powerful tool for engineering-led programs, and genuinely dev-intensive. It's built for teams that want a dedicated experimentation platform across every channel, not a Shopify-native one.
04
Statistics & Revenue Accuracy

A test is only as useful as the number you trust at the end of it — and whether that number is real revenue.

Shoplift logo
Advantage
A Bayesian engine with 1:1 Shopify order matching reports revenue from real transactions, checks every metric for significance at once, and auto-ends the test when it's called. RPV, AOV, and subscription-vs-one-time are first-class.
A/B Tasty
A frequentist model reading tag-based conversion tracking, with EmotionsAI segmentation. Well-established for enterprise use, but without a direct pipeline to Shopify order data and with more manual oversight on when a test is done.
05
Price & Subscription Testing on Shopify

Testing a Shopify price means touching the catalog, not restyling a rendered page.

Shoplift logo
Advantage
Price testing and subscription testing are native, built for Shopify's data model, with purchase-type detection in reporting.
A/B Tasty
Price testing isn't documented as a core feature. A generic tag can change a displayed value, but that's a different thing from native, revenue-accurate price testing.
06
Guided Test Creation: Lift Assist vs. Evi / EmotionsAI

Both platforms help you build tests. They're built for different jobs.

Shoplift logo
Advantage
Lift Assist reads your real shopper sessions and auto-builds proven Shopify conversion patterns (sticky carts, countdown timers, inventory and trust cues) styled to your brand. It answers "what should I test?" for teams without a dedicated CRO strategist.
A/B Tasty
Evi assists with experiment setup and EmotionsAI segments audiences by motivation. Built for large personalization programs, and assuming you already know what you want to test.
07
Pricing and How You Buy

The number matters. So does whether you can start today or have to run a procurement cycle.

Shoplift logo
Advantage
Pricing is published — $99 / $399 / $699 per month, 25% off annual, 14-day free trial. Self-serve: install and start testing the same day. First and only testing app to be Shopify Plus Certified.
A/B Tasty
A/B Tasty is custom-quote only, sold through enterprise sales as an annual contract — priced and packaged for multi-channel giants. For a Shopify brand, that's more platform, more cost, and more buying friction than the job requires.
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