Role of AI Chatbots in Enhancing Customer Satisfaction and Customer Loyalty

Abstract

This study investigates the influence of AI-driven chatbots on customer satisfaction (CS) and loyalty (CL) in Pakistan's expanding e-commerce landscape. As online shopping gains widespread traction, businesses are increasingly integrating AI technologies to enhance consumer engagement. This research focuses on how the usability and responsiveness of AI-powered chatbots shape user experiences, satisfaction levels, and loyalty intentions. A quantitative, cross-sectional approach was adopted, with survey data collected from 271 online shoppers across major urban centers in Pakistan. Using convenience sampling, respondents provided insights into their interactions with AI chatbots during online purchases. Structural equation modeling (SEM) was employed to examine the proposed relationships among variables.