✓
Top cart leaks
Find products with strong add-to-cart intent but weak checkout or order follow-through. Prioritise fixes by revenue impact.
Built for Shopify merchants who need action, not another analytics maze
S
Works only with Shopify stores
Stop guessing where your Shopify carts leak revenue
Cart Loss is a cart intelligence tool for Shopify. It shows which products shoppers add, remove, search for, and pair together before revenue slips away. Find the fixable friction hiding inside your cart behaviour no customer PII required.
Instant
app install
0 PII
needed for reports
4
leak signals
Shopify Web Pixel
Shopify Admin webhooks
Built for Shopify stores
Current report
Top cart leaks this week
#1 leak signal
Black Linen Dress
143 adds
9 orders
#2 leak signal
Kids Shoes Size 28
44 adds
0 orders
#3 leak signal
Ceramic Mug Gift Set
61 adds
7 orders
How it works
Install, collect, act in three steps
Cart Loss uses Shopify Web Pixel events and order webhooks to compare what shoppers add and remove against what they actually buy. No custom API scopes needed, no customer PII stored.
1
Install the Web Pixel
One-click install from Shopify App Store. The pixel starts collecting consented cart events immediately no code deployment needed.
2
Collect cart signals
Add-to-cart, remove-from-cart, search, and checkout events flow into the Cart Loss backend. Order webhooks confirm which products actually converted.
3
See leaks and act
Weekly reports surface products with the biggest revenue gap between intent and purchase. Each leak comes with a suggested merchant action.
Why merchants install it
Cart behaviour tells you what product pages cannot
✓
Removed products
See what shoppers keep taking back out of the cart before they buy and investigate why.
✓
Search gaps
Spot empty search terms and naming mismatches before customers bounce to competitors.
✓
Bundle signals
Find products often added to cart together but rarely purchased together your next cross-sell opportunity.
Definition
What is Cart Loss?
Cart Loss is a Shopify cart intelligence app that identifies products leaking revenue by analyzing add-to-cart, remove-from-cart, search, and checkout events from the Shopify Web Pixel. It compares intent signals against completed orders to surface four types of leaks: products added but not bought, products removed from cart, searches with no results, and products often bundled but rarely purchased together.
Unlike traditional analytics that show what sold, Cart Loss shows what almost sold helping merchants identify pricing friction, missing product information, search terminology gaps, and cross-sell opportunities that standard Shopify reports miss.
From signal to action
Know exactly what to fix next
Cart Loss turns consented storefront events into weekly merchandising decisions: rewrite product copy, clarify variants, fix shipping surprise, create a bundle, or add missing products shoppers search for.
Start finding leaksCheck shipping or price surprise
Clarify product details and variants
Create or rename products for searches
Test bundles and cart cross-sells
What merchants say
Real results from Shopify stores
"Cart Loss showed us a dress style getting added 200 times a week with almost no conversions. Turned out the size guide was wrong fixed it and recovered $4k in weekly revenue."
"The search gap report alone was worth it. Customers kept searching for "vegan" but we had no tag or collection for it. Fixed in 10 minutes."
"We discovered a $2k/month leak from a product that was frequently removed from cart. Turns out shipping cost was the issue free shipping at $75 threshold saved most of it."
Simple promise
Install it before your next promo
You already paid for the traffic. Cart Loss helps you recover more value from the shoppers who showed intent but did not finish buying. Start with a free trial, then paid plans for growing stores.
Ready for Shopify
- ✓ Web Pixel event tracking
- ✓ Product-level leak reports
- ✓ Search term opportunities
- ✓ No customer PII required
7-day free trial. No credit card required.
Frequently asked questions about Shopify cart leaks
Does Cart Loss recover abandoned carts? +
No. Cart Loss identifies the product, cart, search, and bundle problems causing abandonment so you can fix root causes before applying recovery tactics. It is a cart intelligence tool, not an abandoned cart saver.
Does Cart Loss store customer personal data? +
No customer names, emails, phone numbers, or addresses are needed for the core reports. Cart Loss focuses on aggregate product-level signals using Shopify Web Pixel events and order webhooks only.
How does Cart Loss collect cart data from Shopify? +
Cart Loss uses Shopify Web Pixel event tracking and orders/paid webhooks to compare cart intent signals against completed orders. It only requires the standard Shopify Web Pixel permission no custom API scopes needed.
Who is Cart Loss best for? +
Stores with enough cart activity to act on product-level patterns especially fashion, home goods, gifts, beauty, and catalog-heavy Shopify shops running promotions or paid traffic.
How is Cart Loss different from Shopify Analytics? +
Shopify Analytics shows what sold. Cart Loss shows what almost sold products added but removed, searched without matches, and items often paired but never bought together. It surfaces friction Shopify Analytics does not surface.
What is a cart leak in Shopify? +
A cart leak is any scenario where a shopper shows purchase intent (add to cart, search, bundle) but does not complete checkout. Common leaks include pricing surprises at checkout, missing variant information, out-of-stock frustrations, and products that appear frequently in searches but have no matching listings.