Shopify Metric
E-commerce
New vs returning customers measures the proportion of orders and revenue coming from first-time buyers versus repeat purchasers. It reveals whether growth is driven by acquisition or loyalty.
Full guide: definition, formula, and benchmarksShopifyE-commerceNew vs Returning Customers
New vs returning customers measures the proportion of orders and revenue coming from first-time buyers versus repeat purchasers. It reveals whether growth is driven by acquisition or loyalty.
Why new vs returning customers matters for Shopify users
A healthy business needs both new customer acquisition and returning customer loyalty. Over-reliance on either creates fragility, whether through rising CAC or a shrinking customer base.
Shopify merchants can track this ratio over time to ensure retention programmes are working and that new customer funnels maintain healthy volume.
Understand and act on new vs returning customers with KPI Tree
Pull Shopify customer and order data into your warehouse and segment by customer type in KPI Tree. Build a customer composition tree showing revenue split and AOV differences between segments.
Assign acquisition and retention owners respectively, with alerts when either segment deviates significantly from targets.
Get started with your Shopify data
MCPPull 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.
Customer Acquisition Cost
E-commerceMetric Definition
CAC = Total Acquisition Spend / New Customers Acquired
Customer acquisition cost (CAC) measures the total marketing and sales spend required to acquire a new customer. It encompasses ad spend, creative costs, agency fees, and any other direct acquisition expenses.
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.
Order Frequency
E-commerceMetric Definition
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.
Explore new vs returning customers across integrations
All Shopify metrics
Average Order ValueCart Abandonment RateCheckout Conversion RateCustomer Acquisition CostCustomer Lifetime ValueCustomer Repeat RateDiscount Usage AnalysisFulfilment SpeedGross Merchandise VolumeInventory TurnoverMarketing Channel AttributionOrder FrequencyOrders Per CustomerProduct Performance AnalysisProduct Return RateProfit Margin by ProductRevenue by ChannelRevenue by GeographyRevenue Per VisitorSessions to Purchase RatioShipping Cost AnalysisStore Conversion RateTop Selling Products AnalysisTraffic Source PerformanceAbandoned Cart Recovery RateAverage Product RatingCart Conversion RateCheckout Abandonment RateCollection Performance AnalysisCustomer Cohort AnalysisCustomer Segmentation AnalysisPayment Method DistributionRevenue Growth RateSeasonal Trend AnalysisEmpower your team to understand and act on Shopify data
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