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The total dollar value of orders from returning customers that were cancelled before fulfillment.

Formula

Returning Customer Cancelled Amount = SUM ( Cancelled Order Value ) WHERE customer_type = returning_customer

Formula Components

MetricDefinition
Cancelled AmountTotal dollar value of cancelled orders
customer_type = returning_customerFilters to orders from customers who have purchased before
Metadata
TypeCurrency
Data SourceShopify
AggregationSum

Example

Your store had $4,250 in returning customer cancellations during March:
WeekRC Cancelled AmountRC Cancelled OrdersAvg Order Value
Week 1$8904$222.50
Week 2$1,3406$223.33
Week 3$1,1205$224.00
Week 4$9004$225.00

How It Works

This metric sums the total value of cancelled orders specifically from returning customers—buyers who have completed at least one previous purchase. When a returning customer’s order is cancelled before fulfillment in Shopify, the order value is added to this total.

When to Use

ScenarioAction
Rising cancellation valueInvestigate inventory issues or shipping delays affecting loyal customers
Compare to new customer cancellationsDetermine if repeat buyers have different cancellation patterns
High-value order cancellationsPrioritize outreach to retain valuable repeat customers
Seasonal analysisIdentify if promotions drive cancellation spikes among returning buyers

MetricRelationship
RC Cancelled OrdersCount of cancelled returning customer orders
Cancelled AmountTotal cancelled amount across all customers
NC Cancelled AmountCancelled amount from first-time buyers
See all Adjustments metrics →