We revamped the search feature to boost product relevance and category discovery. Discover how these changes drove significant improvements in key metrics.
Enhanced search results with clickable categories increase user engagement and conversions


If we improve the relevance of product suggestions and add clickable category links to search results, then the clickthrough rate will rise, because users will find what they’re looking for faster and have clearer paths to explore product types.
What We Changed
- Added clickable category links to search results.
- Displayed search results in a dropdown (desktop) or full overlay (mobile).
- Limited search suggestions to products only.
- Dynamically updated search results as user typed.
The Results
We dig through every data source to map what's actually broken. By the end, there's no confusion.
Change in revenue per visitor
Revenue change
Lift in conversion rate
Key Learnings
- Clickable categories guided users to relevant collections quickly.
- Dynamic updates kept search results relevant in real-time.
- Improved search clarity reduced bounce rates.
- Enhanced product discovery boosted conversion and revenue.
Detailed results breakdown
Add-to-cart rate change
+5.4%
Average order value
+2.3%
Click-through rate change
+1.2%
Lift in conversion rate
+13.7%
Change in revenue per visitor
+14.7%
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)
Desktop Collection Hover Sizing Buttons
Adding clickable size buttons on desktop product cards enabled direct add-to-cart actions, streamlining the shopping experience.
+7.3% 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)

Product Page (PDP)
Refined Free Shipping Message on PDP
Displaying a dynamic free shipping message on the PDP improved the conversion rate by 7.1%. Check out the full breakdown of this test.
+7.1% Conversion rate