An A/B test was conducted to enhance the desktop click-through rate for Codeword Hats. Discover how adjustments led to increased engagement.
Homepage product cards with swatches improve engagement and conversions


IF we optimize the desktop interface, THEN click-through rates will rise, BECAUSE users will find navigation more intuitive.
Desktop navigation was streamlined with enhanced visual call-to-action elements. The interface was decluttered to create a cleaner browsing experience focused on product discovery.
The Results
How the new version compared with the original, across all devices.
Click-Through Rate
Orders
Conversion Rate
The desktop optimization delivered strong results across all metrics—CTR rose +6.0%, orders jumped +23.4%, conversion rate lifted +13.3%, and bounce rate dropped -11.8%. However, the primary metric (conversion rate) showed only a -0.6% change, placing this in inconclusive territory. The secondary metrics paint a very positive picture on desktop, suggesting the changes were directionally correct but may need more traffic or time to reach statistical significance on the primary goal.
Detailed results breakdown
Click-Through Rate
+6.0%
Orders
+23.4%
Conversion Rate
+13.3%
Bounce rate
-11.8%
Start with 3 experiments.
Zero cost.
Get a taste of our service. We'll analyze your store, pinpoint low-hanging fruit, design, implement and test solutions to lift your conversion rate in 30 days.
Who qualifies?
30,000+ Monthly sessions.
Minimum traffic needed to run statistically significant tests.
Running on Shopify or Shopify Plus.
Our specialty - we don't work with other platforms.
Investing in paid traffic.
We work with stores committed to growth, not hobbyists.
Ready to invest in systematic CRO.
You understand testing takes time - no magic bullets.
Why free?
The best proof is results. Three real experiments show you exactly how we work and whether it drives revenue for your specific store. You keep everything - no strings attached.
Our bet
We're confident enough in our process to invest our time upfront. If the tests work, you'll see the value in continuing at $5,950/month. If not, you got free optimization work.
Limited spots
We take only 4 free trials monthly to maintain quality. Each trial gets our full attention and expertise. If you qualify, secure your spot before this month fills up.
Other experiments we've run

Cart
Positive signal
Trust Signals on Cart Page
Adding trust signals on the cart page led to an increase in conversions. Discover how these changes impacted user behavior.
+10.97% (CVR) CVR

Product Page (PDP)
Inconclusive
A Simpler Custom Text Input on Product Pages Shows Mixed Results on Conversion and Revenue
Product pages got clearer prompts and error messages for adding custom text. Conversion rate rose, but revenue per visitor and add-to-cart rate slipped.
+4.2% Conversion rate

Search & Navigation
Inconclusive
Simplified Navigation Bar Improves User Engagement
AFTCO tested a simplified navigation bar on their website to see if it would improve user engagement. Discover the impact on key metrics.
+3.8% Conversion Rate
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