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Visually A/B testing: 5 alternatives beyond Shopify apps

Help Shopify merchants compare alternatives to Visually based on testing capabilities, Shopify implementation effort, pricing, and the level of internal resources required.

Tom Amitay
By Tom Amitay
BIO Photo Danell
Edited by Danéll Theron
Romi Hector
Fact-check by Romi Hector

Published October 6, 2026

Visually A/B Testing

Visually is a testing platform built for Shopify app merchants, offering a simple, no-code way to experiment with storefront changes. It can be a practical starting point for A/B testing on Shopify, but teams with more sophisticated experimentation needs may encounter limitations around script flicker, theme code bloat, Shopify checkout constraints, and statistical depth for higher-stakes experiments.

Visually is not the only option for teams looking to run website experiments. Other platforms offer different levels of testing depth, customization, analytics, and hands-on support. Here, we compare five alternatives to Visually, ranging from self-serve experimentation tools to managed services.

» Want your A/B testing fully managed by experts? See how the CROforce platform works

A quick overview of the top 5 alternatives to Visually in {year}

Best overall
1

CROforce combines A/B testing software with a fully managed CRO service, covering strategy, design, development, QA, and analysis without requiring an in-house CRO team.

Fully managed CRO service

Supports complex tests, including multivariate testing (MVT) and split URL redirects

Supports both client- and server-side testing

Book a demo
Best for multi-team testing & personalization
2

Wingify brings experimentation, personalization, and feature management to web, mobile, and server-side environments.

Web, mobile, and server-side testing

Visual and code-based experiment editors

Support for personalization and feature management

Best for budget-conscious Liquid stores with transparent pricing
3

Convert combines visual and code-based testing with transparent pricing and advanced experimentation features.

Visual and code editors for Shopify testing

Price testing available across paid plans

Frequentist and Bayesian statistics with sequential testing

Show more

» Ready to run more high-impact A/B tests? Explore CROforce’s CRO services for strategy, execution, and ongoing testing support

5 best Visually alternatives in 2026

Best for teams looking for a CRO service

1


CROforce

CROforce

Book a demo

Fully managed service

CROforce handles the testing program from strategy and development through analysis


Expert CRO team on demand

Clients get access to dedicated CRO specialists without the cost or commitment of building an in-house team


Higher test velocity

Removes resourcing bottlenecks so teams can launch more tests than a DIY setup allows

CROforce combines no-code A/B testing software with a fully managed CRO service from experts who handle test strategy, design, execution, and analysis. Unlike Visually, which is self-serve and leaves roadmaps and builds to your team, CROforce handles the full testing workload for you.

  • A/B, split URL, multivariate, and A/A testing
  • Price and shipping tests
  • Flicker-free, pre-render execution
  • Single-page application support without page reloads

CROforce works with both Liquid and headless storefronts. For Shopify, you paste one snippet into theme.liquid, just before the closing </head> tag. Setup takes two minutes and needs no developer. Headless storefronts built on React or Next.js add the script to the root layout.

Checkout conversions are tracked through a custom pixel, and CROforce charges no extra integration fees.

CROforce uses transparent, visitor-based pricing. For 10,000 monthly visitors, the Self-serve plan costs $234 per month, while the managed Build, Scale, and Premium plans cost $1,710, $2,923, and $4,137 per month, respectively, when billed annually.

Fully managed CRO service

Works across custom stacks, non-Shopify sites, and single-page applications (SPAs)

Built-in heatmaps

Unlimited concurrent tests

No built-in session recordings

Best for multi-team testing & personalization

2


Wingify

Wingify

Cross-channel testing

Run experiments across web, mobile, and server-side environments


Advanced experimentation

Supports visual and code-based testing with sequential testing


Enterprise scale

Built for larger experimentation programs with concurrent tests

VWO and AB Tasty unveiled Wingify as their unified brand in September 2026. The platform brings together experimentation, personalization, feature management, and behavioral insights across web, mobile, and server-side environments.

Unlike Visually, which focuses on A/B testing for Shopify storefronts, Wingify supports experimentation across websites, apps, and back-end systems.

  • Visual and code editors with SPA support
  • Sequential testing that adjusts for peeking errors
  • Sample ratio mismatch detection that flags unreliable results
  • Mutually exclusive groups that keep users out of overlapping tests

Wingify works with Shopify through the VWO Shopify app embed or by adding the SmartCode directly to theme.liquid. The SmartCode loads on every page except checkout and thank-you pages, so revenue tracking needs extra setup.

A Web Pixel integration sends campaign and variation data into Shopify's event stream for use in custom pixels.

Enterprise-style quotes. The Growth, Pro, and Enterprise tiers all route to a sales demo.

Covers web, mobile, and server-side experimentation

Supports visual and code-based variations

Combines experimentation, personalization, feature management, and behavioral insight tools

Key features, such as SRM detection and multivariate testing, sit in the Pro tier

Expect to need at least one front-end developer for revenue tracking and code-based variations

Best for budget-conscious Liquid stores with transparent pricing

3


Convert Experiences

Convert

Flexible testing

Create experiments using visual or code-based editors


Price testing

Test product pricing across Shopify plans


Statistical control

Supports frequentist, Bayesian, and sequential testing methods

Convert is an independent A/B testing platform with visual and code editors, transparent pricing, and Shopify price testing across its paid plans. Unlike Visually, which limits price testing based on subscription tier and monthly order volume, Convert offers the feature without the same order-volume thresholds.

Visually requires Shopify Plus stores to have at least 7,500 monthly orders for Pro plan access, while Scale supports stores with at least 600 monthly orders.

  • Default anti-flicker through SmartInsert technology
  • Shopify price testing
  • Frequentist and Bayesian stats engines, with sequential testing on Pro
  • Collision prevention across concurrent tests

Convert works with Shopify by adding the tracking code to theme.liquid and a pixel under Settings > Customer Events. You also copy code into the project's global JavaScript. Because Shopify retired checkout.liquid, even Shopify Plus stores must track checkout conversions through the Customer Events custom pixel.

Growth starts at $299/month and Pro at $420/month when paid annually, each with 100,000 tested users per month. Enterprise is quoted on request, billed annually, and starts at 1 million+ tested users per month.

Published pricing

Shopify price testing on every tier

Collision prevention across concurrent tests

Convert includes no development support on any plan

Overage fees also apply: it charges extra if your tests enroll more visitors than your plan allows

Best for high-traffic retail recommendations & journeys

4


Dynamic Yield

Dynamic Yield

Server-side testing

Run experiments without relying solely on client-side delivery


Recommendation testing

Test recommendation strategies to measure their impact


Personalization

Deliver tailored experiences across multiple digital channels

Dynamic Yield, a Mastercard company, is an enterprise platform that combines A/B testing, personalization, and product recommendations across web, mobile, email, and kiosks.

Dynamic Yield can run the same A/B test client-side or server-side, including tests of recommendation algorithms. Visually, by comparison, is a Shopify-focused A/B testing app designed primarily for testing changes to the storefront experience rather than running experimentation across multiple channels and delivery environments.

  • Server-side testing of algorithms and architectures
  • Single-page application testing without heavy code changes
  • Multi-touch campaigns that test an entire site journey for one segment
  • A/B testing of recommendation algorithms, such as "customers also bought" versus "trending now," to find which drives more revenue per visitor

Dynamic Yield works with Liquid and headless Shopify storefronts. Liquid stores add the Dynamic Yield script to every page and sync the product catalog by CSV file or API. Headless teams call the Experience API from their server code instead. Checkout personalization requires Dynamic Yield's app because Shopify checkout doesn't directly support third-party scripts.

Enterprise contracts only. Dynamic Yield publishes no pricing table, and independent comparisons place entry pricing around $35,000 per year.

Combines A/B testing, personalization, and product recommendations

Supports web, mobile, email, and kiosks

Can test recommendation algorithms

The price floor rules out smaller stores

Developer-dependent setup for feed syncing, page context, and pageview reporting can make integration time-consuming

Best for data-mature brands that want warehouse-based results

5


Growthbook

GrowthBook

Warehouse-native

Calculate experiment results using data already stored in your warehouse


Open source

Gives technical teams greater control over their experimentation stack


Advanced statistics

Supports CUPED, sequential testing, and variance reduction

GrowthBook is an open-source, warehouse-native experimentation platform that connects directly to Snowflake, BigQuery, Redshift, Databricks, ClickHouse, and other data warehouses. It calculates experiment results from the same order data your finance team already trusts, while Visually reports results through its own analytics layer.

GrowthBook also supports A/B and multivariate testing, feature flags, sequential testing, and CUPED variance reduction, giving data-mature teams more control over how experiments are analyzed.

  • CUPED variance reduction to improve experiment precision
  • Sequential testing to monitor results while reducing peeking errors
  • SRM detection and multiple testing corrections on the free plan
  • Multi-arm bandits to test multiple variations simultaneously

GrowthBook works with Liquid and headless Shopify storefronts. For Liquid stores, you add a snippet to theme.liquid before the closing head tag. GA4 or Segment users need no extra tracking setup, while headless teams can use the JavaScript or React SDKs instead.

Seat-based and transparent. Starter is free for up to three users, Pro costs $40 per seat per month, and Enterprise is custom. GrowthBook charges for the people running experiments, not the end users who see them.

Open-source platform

Calculates lift from the same order data your finance team already trusts

SRM detection and multiple testing corrections on the free plan

AI visual editor, split URL tests, and multi-arm bandits are paid Pro features

Needs an analyst who writes SQL, plus a developer for feature-flag experiments

» Don't have the capacity to run tests in-house? See how CROforce's A/B testing service handles strategy, design, and development for you

How to choose the right A/B testing platform

Choosing a Visually alternative means looking beyond features and considering how well the platform fits your team, testing goals, and Shopify setup. Compare these factors before deciding which A/B testing platform is the right fit:

  • Testing capabilities: Check whether the platform supports the types of experiments you plan to run, including A/B split testing, multivariate, split URL, and multi-page tests.
  • Shopify compatibility: Consider how the platform works with your theme, checkout, scripts, and other Shopify limitations, especially if you need to test beyond standard storefront elements.
  • Development resources: Assess how much developer and design support your team can dedicate to building, implementing, and maintaining experiments.
  • Testing velocity: Look at how many tests you actually launched over the past 6–12 months and whether delays came from the platform or limited execution capacity.
  • Reporting and analytics: Make sure the platform provides the statistical analysis, reporting, and insights your team needs to make confident testing decisions.
  • Cost and scalability: Compare the total cost of software, implementation, and internal resources, and consider how pricing changes as your traffic and testing volume grow.
  • Execution support: If your main constraint is getting experiments from ideas to production, consider a platform that includes CRO services rather than adding another self-serve tool for your team to manage.

» Choosing a platform? Avoid these A/B testing mistakes that can undermine your testing program

Match your platform to your testing needs

The best Visually alternative is the one that removes the biggest constraint on your experimentation program. For some teams, that may mean broader testing capabilities or more control over implementation. For others, the priority may be reducing the work required to get experiments from an idea to a live test.

Before making the switch, look at where your current testing program is falling short and what you need to improve. The right platform should address that gap without adding unnecessary complexity or workload for your team.

» Book a demo with CROforce to see how managed experimentation can grow your business