Refund Gross Rate: Measure Return Impact on Revenue

Refund Gross Rate shows what portion of your gross revenue is being returned—a key indicator of product satisfaction and sizing accuracy.

Formula

Refund Gross Rate = ( Refund Amount ÷ Gross Revenue ) × 100

Formula Components

Metric	Definition
Refund Amount	Total dollar value of all refunds issued
Gross Revenue	Total revenue before discounts and refunds

Metadata
Type	Percentage
Data Source	Shopify
Aggregation	Ratio

Example

Your store generated $125,000 in gross revenue in January with $8,750 in total refunds.

Metric	Value	Calculation
Gross Revenue	$125,000	—
Refund Amount	$8,750	—
Refund Gross Rate	7.0%	$8,750 ÷ $125,000 × 100

How It Works

This metric divides total refund dollars by gross revenue, giving you the percentage of sales value being returned. Unlike Refund %, which counts refunded orders, this rate measures the financial impact of returns on your top-line revenue.

When to Use

Scenario	Action
Benchmarking return rates	Compare against industry average (8-10% for apparel)
Evaluating product quality	Investigate products with rates above 10%
Assessing sizing/fit issues	High rates often signal sizing guide problems
Measuring seasonal patterns	Track holiday vs. regular period refund rates

Metric	Relationship
Refund Amount	Dollar value used in numerator
Gross Revenue	Denominator — revenue before adjustments
Refund Net Rate	Same calculation against net revenue
Discount %	Another adjustment rate metric

See all Adjustments metrics →

Refund by Order Date Refund Net Rate

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​Formula

​Formula Components

​Example

​How It Works

​When to Use

​Related Metrics

Formula

Formula Components

Example

How It Works

When to Use

Related Metrics