For years clubs have relied on hunches, intuition, general observation, and basic historical information to create a mental image of member engagement.
The results were fuzzy at best, packed with blind spots at worst, and not really tangible. It certainly was not something you would present to a board of directors. And still, too often the first sign that a member was at risk was a cancellation notice. Those days are over.