Customers who place many completed orders within a short period. They are actively engaged and repeatedly purchasing.
More than 5 completed (non‑pending) orders within the last 2 months.
Customers who downloaded the app a while ago but never purchased. They show initial interest that did not convert.
App account created more than 1 month ago, with zero completed orders.
Customers who came back and placed more than one order recently. They are moving from trial to regular usage.
More than 1 completed order in the last 2 months.
Previously loyal customers who stopped ordering. They used to buy a lot but have been inactive for a significant time.
At least 5 total orders and last completed order more than 3 months ago.
Customers with high average order value. When they buy, they typically spend a lot.
At least one completed order in the last year, with average order total in the last year > 800.
Medium‑engaged customers (some orders, but not many) who have stopped buying recently. They are at risk of complete churn.
More than 1 and up to 4 completed orders in total, and no completed orders in the last 3 months.