Understanding customer behavior is crucial in today's digital economy for businesses to stay competitive.
Machine learning and data analytics are reshaping customer acquisition by enabling proactive strategies and predictive insights.
Predictive models in machine learning help businesses forecast customer actions like Customer Lifetime Value Prediction, Churn Forecasting, and Lead Scoring.
By integrating predictive analytics into customer strategies, businesses can optimize marketing ROI and shape customer behavior for personalized interactions.