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

Cart
Cart Page Redesign Leads to Mixed Impact
We tested a new checkout process to see if it would improve customer experience. Discover the impact on key metrics.
-11.1% Conversion rate

Search & Navigation
Mobile Menu Redesign
The mobile menu redesign led to improved customer navigation, resulting in increased conversion rates and revenue. Discover the impact of visual collection displays on user engagement.
+10.3% Conversion rate

Other
Highlighting AFTCO’s conservation pledge
Discover how integrating conservation-focused icons and messaging impacted customer engagement and conversion rates on AFTCO’s website.
+5.0% Revenue per visitor (RPV)