KPI Tree

Shopify Metric

E-commerce

GMV = Sum of All Order Values (Before Returns and Discounts)

Gross merchandise volume (GMV) is the total value of all merchandise sold through your Shopify store before deducting returns, discounts, and fees. It represents the top-line scale of your e-commerce operation.

Full guide: definition, formula, and benchmarks
ShopifyE-commerce

Gross Merchandise Volume

Gross merchandise volume (GMV) is the total value of all merchandise sold through your Shopify store before deducting returns, discounts, and fees. It represents the top-line scale of your e-commerce operation.

How to calculate gross merchandise volume

GMV = Sum of All Order Values (Before Returns and Discounts)

Why gross merchandise volume matters for Shopify users

GMV provides the broadest measure of sales activity and is the starting point for understanding revenue flow. Tracking it alongside net revenue reveals how much value is lost to returns, discounts, and processing costs.

Shopify merchants can decompose GMV by product category, channel, and geography to understand which segments drive the most sales volume.

Understand and act on gross merchandise volume with KPI Tree

Sync Shopify order data to your warehouse and compute GMV in KPI Tree. Build a revenue waterfall tree from GMV through returns, discounts, and fees to net revenue.

Assign commercial leadership ownership and set alerts on GMV growth rate to detect acceleration or deceleration trends.

Get started with your Shopify data

Query using MCP
MCP

Pull metrics from Shopify directly through the Model Context Protocol.

Data Warehouse
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Connect your existing warehouse where Shopify data already lands.

Professional Services
FivetranSnowflakedbt

Our professional services team can build you turn-key AI foundations in a matter of weeks. Data warehouse on Snowflake/BigQuery, ELT with Fivetran, all modelled in dbt with a semantic layer.

Explore gross merchandise volume across integrations

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