Shopify Metric
E-commerce
Order Frequency = Total Orders / Unique Customers (in Period)
Order frequency measures the average number of orders placed by a customer within a defined period. It indicates purchasing cadence and is a key component of customer lifetime value calculations.
Full guide: definition, formula, and benchmarksOrder Frequency
Order frequency measures the average number of orders placed by a customer within a defined period. It indicates purchasing cadence and is a key component of customer lifetime value calculations.
How to calculate order frequency
Why order frequency matters for Shopify users
Higher order frequency means customers are returning more often, which increases LTV without additional acquisition cost. It is a leading indicator of loyalty and product-market fit.
Shopify merchants can analyse frequency by product category, customer cohort, and acquisition channel to understand which factors drive repeat purchasing behaviour.
Understand and act on order frequency with KPI Tree
Sync Shopify order data to your warehouse and compute order frequency in KPI Tree. Place it in a retention tree alongside repeat rate and time between purchases.
Assign CRM or retention ownership and set alerts when frequency declines for key cohorts, prompting re-engagement campaigns.
Get started with your Shopify data
Pull metrics from Shopify directly through the Model Context Protocol.
Connect your existing warehouse where Shopify data already lands.
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.
Related Shopify metrics
Customer Repeat Rate
E-commerceMetric Definition
Repeat Rate = (Customers with 2+ Orders / Total Customers) × 100
Customer repeat rate is the percentage of customers who make more than one purchase within a defined period. It measures customer loyalty and the effectiveness of retention and re-engagement efforts.
Orders Per Customer
E-commerceMetric Definition
Orders Per Customer = Total Lifetime Orders / Total Unique Customers
Orders per customer measures the cumulative average number of orders placed per customer across their entire relationship. Unlike order frequency which measures a period, this tracks lifetime purchase depth.
Customer Lifetime Value
E-commerceMetric Definition
LTV = AOV × Purchase Frequency × Average Customer Lifespan
Customer lifetime value (LTV) estimates the total revenue a customer will generate over their entire relationship with your store. It combines average order value, purchase frequency, and customer lifespan into a single value figure.
Average Order Value
E-commerceMetric Definition
AOV = Total Revenue / Number of Orders
Average order value (AOV) is the mean monetary value of each completed order. It captures the combined effect of pricing, bundling, upselling, and promotional strategies on basket size.
Explore order frequency across integrations
All Shopify metrics
Empower your team to understand and act on Shopify data
Map what drives your metrics, measure progress at any grain, prove what works statistically, and deliver personalised action plans to every team member.