Introduction Retail enterprises are entering a new era where customer expectations are shaped by immediacy, personalization, and intelligent digital experiences. Consumers no longer tolerate static ecommerce journeys or delayed responses. They expect retailers to understand what they want, when they want it, and how they prefer to engage. This is precisely why enterprises are investing heavily in systems that allow AI chatbots to analyze customer