
From the conversion glossary
Concepts referenced in this article, defined.

Concepts referenced in this article, defined.
Run rigorous A/B tests and personalize every visit on Shopify or any storefront โ no engineers required.
WordPress powers over 40% of the web, making it the most common platform for blogs, content sites, and ecommerce stores running WooCommerce. The options for A/B testing on WordPress range from native plugins to enterprise JavaScript tools โ each with different trade-offs for ease, reliability, and depth of testing capability. This guide covers the best methods for each use case and what you need to know before launching your first test.
Method 1: WordPress-native A/B testing plugins Installed directly in WordPress, manage variants through the WordPress admin. Easiest to set up; limited to page-level and post-level testing.
Method 2: JavaScript-based third-party tools Tools like VWO and Convert install via JavaScript snippet (added via header or GTM). More powerful, work on any page type including WooCommerce, but require more configuration.
Method 3: Server-side testing For larger WordPress sites with significant traffic and a development team, server-side testing offers more reliability and no performance impact from client-side script injection.
Method 4: Landing page builders with built-in testing Tools like Elementor, Divi, or Beaver Builder have limited A/B testing features in their paid versions. Good for testing landing pages, not suitable for product page or checkout testing.
The most feature-complete WordPress-native A/B testing solution.
What you can test:
Setup:
Tracking: Nelio tracks visitor sessions and conversions independently. For WooCommerce, configure the conversion goal as "WooCommerce purchase" to track revenue attribution.
Limitations: Nelio variants are full page clones โ they're essentially separate WordPress pages. This means CMS-managed content (sidebars, headers, footers) is duplicated, and keeping variants in sync with site-wide changes requires manual maintenance.
Pricing: Starts at ~$29/month for a single site; higher plans for multi-site setups.
Part of the Thrive Suite, Thrive Optimize adds A/B testing to Thrive Architect landing pages.
Best for: WordPress sites using Thrive Architect as their page builder. Not suitable for WooCommerce or non-Thrive pages.
Pricing: Included with Thrive Suite (~$299/year)
For WordPress sites with WooCommerce, content-heavy sites with complex page structures, or brands that need behavioral analytics alongside testing, JavaScript-based tools offer more flexibility.
Installation:
<head> section via:
header.php (not recommended โ breaks on theme updates)Recommended: Use Google Tag Manager. GTM on WordPress:
This approach gives you event management flexibility without touching WordPress PHP files.
What you can test with VWO on WordPress:
Performance impact: VWO's script adds ~50โ100ms to page load. For WordPress sites that are already performance-optimized, this is acceptable. For sites with existing performance issues, address those before adding testing scripts.
Similar installation approach to VWO. Convert's advantage is its strict privacy compliance:
Installation: Same GTM approach as VWO. Convert's WordPress documentation covers the integration.
WordPress is frequently used to build landing pages for lead generation or product promotion. High-impact landing page tests:
Headline: The single most impactful A/B test on any landing page. Test benefit-led vs. feature-led, question vs. statement, short vs. long.
Hero image or video: Static image vs. explainer video. Product image vs. lifestyle image. Test what drives more time-on-page and more conversions.
CTA text and button design: "Get Started Free" vs. "Start My 14-Day Trial" vs. "Try for Free." Button color, size, and position all affect click-through.
Social proof placement: Above the fold vs. below CTA vs. throughout the page. Testimonials, logos, case studies โ test what type of social proof drives the most conversion for your audience.
Form length: Fewer form fields consistently convert better in most contexts. Test 2-field (name + email) vs. 5-field (name, email, phone, company, role).
If you're running WooCommerce, your product detail page is equivalent to the ecommerce store PDP:
Product description format: Bullet points vs. paragraphs. Technical specs vs. benefit-led copy. Short vs. long descriptions.
Add to Cart button: Position, color, text, and size all affect ATC rate.
Product images: Number of images shown by default. Whether gallery thumbnails or a single full-width image performs better.
Pricing display: With or without "Compared to" retail price. Monthly vs. annual pricing display for subscription products.
Review display: Star rating average prominent vs. de-emphasized; number of reviews shown.
Testing WooCommerce checkout requires consideration of your checkout configuration:
Standard checkout: The traditional WooCommerce checkout page can be tested with JavaScript modifications โ form field order, trust signal placement, heading text.
Checkout Blocks (new): WooCommerce's newer Checkout Blocks (available in WooCommerce 7.6+) use a different architecture that is more A/B-test-friendly. Visual modifications are cleaner.
One-page checkout plugins: If you're using a plugin like WooCommerce One Page Checkout, your variant designs need to work within that plugin's template structure.
High-value checkout tests:
The most critical tracking to configure before any test:
WooCommerce Purchase Event:
In Google Tag Manager, create a trigger that fires on the WooCommerce order confirmation page:
/checkout/order-received/Add this trigger to your testing tool tag with the "purchase" conversion event type.
WooCommerce Add to Cart:
WooCommerce fires an added_to_cart jQuery event when items are added. Configure in GTM:
added_to_cartConfirm this event fires correctly with GTM Preview mode before launching any test.
WordPress site performance is a ranking factor and a direct driver of conversion rate. Before adding A/B testing scripts: