Segment and classify customers by customer value, recency and frequency of purchases, product purchased or not purchased, timing and quantity of purchases.
Combine these behavioural characteristics with demographics and other customer attributes in your database for precise targeting, eg people from a particular location who purchased more N units of widget A.
Define the segments based on customer behavioural metrics and demographics. Examples:
In the example below, we define 5 customer types based on Average Days between sales (CAvDays) and Annualised Spend (CAnnSpend)
Check how much your business depends on a small group of VIP customers. Measure the share of sales to different segments of your customer base.
In our sample store, the VIP customers (group A) are only 7.7% of all customers, but because their average annualised spend is so large, they account for 22.8% of all purchases. How much do your VIP customers contribute to your sales?