Remove from Cart Value: Total Abandoned Cart Item Value

Remove from Cart Value measures the total monetary value of products that visitors removed from their shopping carts.

Formula

Remove from Cart Value = SUM ( Product Value ) WHERE event = product_removed_from_cart

Formula Components

Metric	Definition
Product Value	The price of the product at the time it was removed from the cart
event = product_removed_from_cart	Filters to cart removal events tracked by the Upstack pixel

Metadata
Type	Currency
Data Source	Upstack Pixel
Aggregation	Sum

Example

Your e-commerce store tracked $12,450 in removed cart value last month across 847 removal events.

Week	Remove Events	Remove Value	Avg. Item Value
Week 1	198	$2,890	$14.60
Week 2	215	$3,245	$15.09
Week 3	187	$2,680	$14.33
Week 4	247	$3,635	$14.72

How It Works

The Upstack pixel fires a product_removed_from_cart event each time a visitor removes an item from their cart. Remove from Cart Value sums the monetary value of all removed products, helping you quantify potential lost revenue from cart modifications.

When to Use

Scenario	Action
High removal value on specific products	Review pricing, images, or descriptions for those items
Removal spikes after price increases	Evaluate pricing strategy and test discount messaging
High-value items removed frequently	Add urgency messaging or limited-time offers
Compare removal value to add-to-cart value	Calculate cart retention rate to benchmark performance

Metric	Relationship
Remove from Cart	Count of removal events (this metric is the value)
Cost per Remove from Cart	Advertising cost efficiency for removal events
Add to Cart Value	Compare additions vs. removals to assess cart health
View Cart	Cart views that may precede removals

See all Engagement metrics →