Returning Customer Purchase Value: Repeat Buyer Revenue

Returning Customer Purchase Value measures the total monetary value of purchase events from customers who have bought before, tracked by the Upstack pixel.

Formula

Returning Customer Purchase Value = SUM ( Purchase Value ) WHERE customer_type = returning_customer

Formula Components

Metric	Definition
Purchase Value	Monetary value of individual purchase events tracked by the pixel
customer_type = returning_customer	Filters to purchases from customers who have ordered before

Metadata
Type	Currency
Data Source	Upstack Pixel, Shopify
Aggregation	Sum

Example

Your Shopify store tracked $47,500 in returning customer purchase value last month from 312 repeat purchases.

Period	RC Purchase Value	RC Purchases	Avg Value
Week 1	$11,200	78	$143.59
Week 2	$12,800	85	$150.59
Week 3	$10,500	72	$145.83
Week 4	$13,000	77	$168.83

How It Works

The Upstack pixel tracks purchase events on your Shopify store and identifies whether each buyer is a new or returning customer. Returning Customer Purchase Value sums the monetary value of all purchase events where the customer has previously completed an order.

When to Use

Scenario	Action
Measuring retention revenue	Compare RC purchase value to total revenue to gauge repeat buyer contribution
Evaluating loyalty programs	Track changes in RC purchase value after launching retention campaigns
Calculating customer LTV	Use as input for lifetime value models based on repeat purchase behavior
Optimizing remarketing spend	Assess whether remarketing ads drive profitable returning customer revenue

Metric	Relationship
Returning Customer Purchases	Count of repeat buyer purchases (volume vs. value)
Cost per Returning Customer Purchase	Ad spend efficiency for acquiring repeat purchases
New Customer Purchase Value	First-time buyer revenue for comparison

See all Conversions metrics →