In the current era of e-commerce, the implementation of chatbots has revolutionized the customer service experience by merging artificial intelligence (AI), natural language processing (NLP), and machine learning (ML) to deliver real-time interactive and personalized services. A recent study published in the Journal of Business Research highlights that the effective