For a DTC supplements brand where every needless discount comes off a thin margin, the profitable Next Best Action engine reads five signals per member — purchase imminence, churn risk, price sensitivity, value tier, intent — then scores five moves (Wait / Reminder / Offer / Bundle / Service) by expected contribution, not by which is easiest to close. Five customers with the same "ready to buy" signal get five different right answers — Sarah left alone, Maria a free reminder, James a basket-building bundle, Linda a nudge, David a service credit — so no discount is ever wasted. Every option is scored right on the member's own page: a planning estimate over real unit economics, never inflated into proven lift.
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