# Customer Lifetime Value (CLV) Status: public Confidence: medium (0.76) (verified) Last verified: 2026-05-28 Generation: human_only ## TL;DR Customer Lifetime Value estimates the economic value of a customer relationship over time. It helps connect acquisition cost, retention strategy, and customer-base valuation. ## Core Explanation CLV analysis is most useful when it supports decisions about which customers to acquire, retain, or grow. Practical models may use transaction history, recency, frequency, monetary value, retention assumptions, and margin assumptions rather than a single universal formula. ## Related Articles - [AI for Customer Analytics: Segmentation, Churn Prediction, and Lifetime Value Modeling](../../ai/ai-customer-analytics.md) - [AI for Customer Service: Conversational Agents, Ticket Routing, and Intelligent Contact Centers](../../ai/ai-customer-service.md) - [AI for Digital Marketing: Personalization, Campaign Optimization, and Customer Analytics](../../ai/ai-digital-marketing.md)