After analyzing loyalty program data across multiple industries, a troubling pattern emerges: companies are measuring the wrong things. The typical metrics (visit frequency, purchase recency, total spend, and points accumulated) are proxies for repeat transactions, not indicators of genuine customer loyalty. This distinction matters. Research consistently shows that transactional incentives produce transactional behavior. When customers […]