Refund Value: Track E-Commerce Return Revenue

Refund Value measures the total monetary value of all refund events tracked by the Upstack pixel.

Formula

Refund Value = SUM ( Refund Event Values )

Formula Components

Metric	Definition
Refund Event Value	The monetary amount associated with each individual refund event

Metadata
Type	Currency
Data Source	Upstack Pixel, Shopify
Aggregation	Sum

Example

Your Shopify store processed $12,450 in refunds during January across 87 refund events.

Week	Refund Events	Refund Value	Avg per Refund
Week 1	18	$2,340	$130
Week 2	24	$3,680	$153
Week 3	21	$2,890	$138
Week 4	24	$3,540	$148

How It Works

Refund Value sums the monetary amounts from all refund events captured by the Upstack pixel. When a refund is processed in your Shopify store, the pixel tracks the refund amount and adds it to the total. This metric helps you understand the financial impact of returns on your e-commerce revenue.

When to Use

Scenario	Action
Monitoring return rates	Track refund value alongside total revenue to calculate your return rate
Identifying problem products	Filter by product to find items with high refund values
Seasonal analysis	Compare refund values across time periods to spot trends
Net revenue calculation	Subtract refund value from gross revenue for accurate net calculations

Metric	Relationship
Refunds	Count of refund events (use with Refund Value for average refund size)
Cost per Refund	Ad spend efficiency relative to refund events
Revenue	Combine with Refund Value for net revenue analysis

See all Conversions metrics →