Paper Title
Machine Learning Powered Promotion Paradigms: Reshaping Digital Subscription Business Expansion

Abstract
This chapter explores the profound impact of AI and ML on the future of digital marketing, providing a comprehensive overview of their applications, benefits, and potential pitfalls. AI and ML are revolutionizing how businesses engage with customers. In today’s fast-evolving digital landscape, artificial intelligence (AI) and machine learning (ML) are no longer futuristic concepts—they are active, significant forces shaping the marketing world. Brands leveraging AI-driven insights and automation are transforming customer experiences, optimizing campaigns, and making smarter business decisions. Let’s explore exactly how ML is reshaping marketing as we know it. Let Us Explore.