How are First Time Visitor and Repeat Customers classified?

Shoppers are classified into this 2 categories so long as they meet the key criteria mentioned below:


Repeat customer

  • Customers whom purchased on that device before
  • Customer whom abandoned cart, but their current cart session is still remembered (enabled by Shopify ID)
  • Customers have logged in to their accounts where they made purchases before.

First time visitors

  • Actual first time visitors on device
  • Repeat Visitors whom had nothing added to cart


To simplify here are some typical customer flows defined:


IF Customer purchased, comes back within 14 days (regardless of login) -> REPEAT customer

IF customer purchased, comes back after 14 days (regardless of login) -> REPEAT customer

IF Customer visit, abandoned cart, comes back within 14 days (or before shopify expires the cart session)  -> First time visitor

IF Customer visit, abandoned, cart comes back after 14 days later  (or after shopify expires the cart session)->  REPEAT customer

IF customer visit, nothing added to cart, comes back within 14 days -> First time visitor

IF customer visit, nothing added to cart, comes back after 14 days -> First time visitor

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