A small logic change lifted a client's AOV without adding a single new product Here's what we cha...A small logic change lifted a client's AOV without adding a single new product Here's what we cha...
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 A small logic change lifted a client's AOV without adding a single new product
Here's what we changed
→ THE OLD SETUP
Product recommendations were based on browsing history
Customer viewed 6 items, saw 6 random suggestions
Zero connection to what was actually in their cart
→ WHY IT WASN'T WORKING
Browsing history shows past curiosity
It does not show present intent
A customer near a shipping threshold does not care what they viewed last week
→ THE NEW LOGIC
Recommendations switched to cart value instead of browsing history
If cart sat at 42 dollars and free shipping kicked in at 50
The store suggested items that closed that exact 8 dollar gap
→ WHY THIS WORKS
It feels helpful, not pushy
Customer is not being upsold
Customer is being shown the fastest way to unlock a reward they already want
→ THE RESULT
Same products
Same store
Same traffic
AOV moved up because the recommendation matched the moment, not the history
Most personalization tools default to browsing history because it is easier to set up
Cart value logic takes a bit more Liquid and metafield work but the relevance jump is significant
Do you currently personalize recommendations by browsing history, cart value, or not at all
#Shopify #ShopifyDevelopment #ConversionRateOptimization #AverageOrderValue #EcommerceGrowth #ShopifyTips #ShopifyPlus
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Creatives on Contra have earned over $150M and we are just getting started