Description: Customer Lifetime Value (CLV) is a fundamental metric in the realm of business, particularly in e-commerce. It refers to the total revenue expected from a customer throughout their relationship with a business. This figure considers not only initial purchases but also future interactions and transactions a customer may make over time. CLV is crucial for businesses as it allows them to assess the profitability of marketing strategies and effectiveness in customer retention. By understanding the value a customer brings over their lifetime, companies can make more informed decisions about investing in customer acquisition, service personalization, and loyalty. Additionally, CLV helps establish an appropriate budget for advertising campaigns, ensuring that acquisition costs do not exceed the value a customer can provide. In summary, Customer Lifetime Value is an essential tool for maximizing financial performance and optimizing customer relationships in the digital environment.