Predicting customer lifetime value (LTV) for new customers can be achieved using a structured approach that includes the 90-day "Curve Method," cohort-based predictions, and predictive modeling. By analyzing historical data and segmenting cohorts, businesses can estimate LTV without waiting for a full year, allowing them to make informed decisions about customer acquisition and retention strategies.