Which innovative approach did Amazon implement to calculate Customer Lifetime Value that revolutionized their retention strategy?

Customer Lifetime Value (CLV) is one of the most critical metrics in modern retail strategy, representing the total revenue a business can expect from a single customer throughout their relationship. Understanding CLV helps retailers make informed decisions about customer acquisition costs, retention strategies, and personalization efforts. This trivia question tests your knowledge about how leading retailers calculate and leverage this crucial metric to drive sustainable growth.

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Machine learning models that predict future purchase behavior based on browsing patterns and past purchases
Simple averaging of past customer spending multiplied by average customer lifespan
Subscription-based calculations that only factor in Prime membership revenue
Social network analysis that values customers based on their influence on other shoppers