We tested a simplified mobile navigation layout to make product discovery faster. See how it changed browsing behavior and impacted conversion metrics.
Mobile Navigation with Tiles


If we make the mobile navigation easier to tap (larger targets, clearer spacing), then add-to-cart and overall conversion rates will increase because users can reach product detail pages faster with less friction.
What We Changed
- Increased tap area.
- Added background to the categories.
- Removed login and account buttons to reduce distractions.
- Enlarged the navigation drawer.
The Results
We dig through every data source to map what's actually broken. By the end, there's no confusion.
Click-through rate change
Bounce rate change
Change in amount of clicks
Key Learnings
- Removing familiar elements may confuse returning users.
- Simplified navigation did not lead to expected conversion improvements.
- Users may need more guidance during navigation.
- Focus on familiar experiences might require additional context or support.
Detailed results breakdown
Add-to-cart rate change
-2.6%
Average order value
-16.3%
Click-through rate change
+0.5%
Lift in conversion rate
-5.7%
Change in revenue per visitor
-21.1%
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

Product Page (PDP)
Mobile Layout Optimization for AOV
Discover how mobile layout changes drove a 43.2% increase in average order value but came at the cost of conversion rate.
-28.29% (CVR) CVR

Product Page (PDP)
Simplified Mobile Layout
A simplified mobile layout increased average order value by 4.0% but led to higher bounce rates and lower conversion.
-4.2% Conversion rate

Product Page (PDP)
PDP Redesign Boosts Trust and Conversion Rates
Redesigning the product detail pages improved mobile conversions and visibility of key product information. Learn how these changes impacted user engagement.
+8.1% Conversion rate