The introduction of a unified hat customizer and a text orientation toggle improved conversion rates by simplifying the user experience. Discover how this change influenced customer actions.
Unified Customizer streamlines hat orientation options, boosting conversions and reducing choice paralysis


If we consolidate upside-down and right-side-up collections, then conversions will increase because reducing complexity minimizes choice paralysis.
What We Changed
- Merged upside-down and right-side-up hat customizers.
- Introduced a three-option text orientation toggle.
- Simplified the customization process on the product page.
The Results
How the new version compared with the original, across all devices.
Change in revenue per visitor
Revenue change
Lift in conversion rate
Key Learnings
- Simplifying customization options reduced choice paralysis.
- A unified interface improved user navigation.
- Clear toggles increased user engagement.
- Reduced complexity led to higher conversion rates.
Detailed results breakdown
Add-to-cart rate change
+6.4%
Average order value
+2.2%
Click-through rate change
-7.0%
Lift in conversion rate
+12.6%
Change in revenue per visitor
+16.7%
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

Collection Page (PLP)
Inconclusive
Desktop Collection Hover Sizing Buttons
Adding clickable size buttons on desktop product cards enabled direct add-to-cart actions, streamlining the shopping experience.
+17.3% Add-to-Cart Rate

Homepage
Positive signal
Enhanced Product Discovery with Badges
Badges were added to product cards to highlight key attributes. Discover how this change impacted user engagement and conversions.
+18.99% (CTR) CTR
Cart
Inconclusive
Trust Icons at Checkout Make No Clear Difference to Conversion Rate
Checkout got three icons covering a conservation pledge, easy returns and durable build. Across 213,715 visitors, here's what changed.
+0.9% Conversion rate
Talk to a human