Smart businesses don’t just look at who has the most points.
They “read” where those points come from, for example:
📈 Purchase Behavior
Points earned from frequent, high-value purchases often indicate VIP customers.
This differs from customers who shop only once a year but spend all their points — loyalty programs can help classify customers on a deeper level.
💬 Engagement Behavior
Customers who earn points by liking, sharing, reviewing, or joining activities aren’t frequent buyers, but they love the brand — and could become brand advocates in the future.
📊 Omni-channel Touchpoints
Points earned across LINE, apps, websites, or physical stores reveal which channels customers use to interact with the brand most — helping businesses design smoother customer journeys.