Lifetime Value
A predictive metric estimating the total net profit a business can expect to generate from a single customer throughout their entire relationship.
Think of It Like This
Like estimating the total apples an orchard tree will produce over its lifespan, rather than just counting this season's harvest.
LTV models use historical behavior, demographics, and survival analysis to predict future engagement and spending. Accurate LTV predictions allow companies to optimize their customer acquisition costs and tailor retention strategies. Machine learning significantly improves these estimates compared to traditional aggregate averages.