Artificial intelligence (AI) has become a cornerstone in reshaping how businesses connect with consumers, fundamentally changing the marketing funnel. No longer can brands rely on high-volume, transactional methods to drive results. Instead, AI is facilitating a more personalized, data-driven approach that meets consumers’ growing expectations for relevant, tailored experiences. As