The mobile navigation was redesigned to improve user experience, but the changes led to lower add-to-cart rates and higher bounce rates.
Mobile Navigation Redesign


IF we redesign the mobile navigation to be more streamlined and intuitive, THEN add-to-cart rates will increase BECAUSE users will find products faster and encounter less friction during browsing.
The mobile navigation menu was completely redesigned with a new structure and visual hierarchy. Category groupings were reorganized to reduce the depth of navigation required to reach products. The menu interaction pattern was updated to use a different expansion and collapse behavior than the original.
The Results
We dig through every data source to map what's actually broken. By the end, there's no confusion.
Bounce rate change
Click-through rate change
visitors
The navigation redesign hurt performance across every metric. Add-to-cart rate fell -8.4%, conversion rate dropped -5.7%, bounce rate increased +6.2%, and CTR declined -3.1%. Users clearly struggled with the new navigation structure — the unfamiliar interaction patterns and reorganized categories created confusion rather than reducing friction. This reinforces that navigation changes carry high risk on mobile where users have established muscle memory and expectations.
Detailed results breakdown
Add-to-cart rate change
-5.4%
Average order value
-12.3%
Click-through rate change
-0.7%
Lift in conversion rate
-3.2%
Change in revenue per visitor
-15.1%
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

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