Effectiveness of AI Chatbots in Resolving Customer Complaints: An Empirical Study on Online Shoppers

Authors

  • Dr. Sonal Gupta

Keywords:

AI chatbots, customer complaints, customer satisfaction, trust, empathy, responsiveness, e-commerce, online shoppers, human-AI interaction

Abstract

This paper investigates the effectiveness of AI chatbots in resolving customer complaints among online shoppers. Set against the rapid expansion of e-commerce, the study explores how AI chatbots are transforming traditional customer service paradigms, particularly in complaint resolution that affects customer satisfaction and loyalty. Using quantitative methods and responses from 120 online shoppers, the research identifies chatbot responsiveness, perceived empathy, and trust as key predictors of customer satisfaction. Results show that all three attributes have a strong, positive, and statistically significant relationship with satisfaction, with trust emerging as the most influential factor. The findings underscore that personalized, transparent, and ethically deployed chatbots deliver greater efficiency, reliability, and user-centric service, thereby elevating satisfaction and strengthening loyalty. The study calls for a shift towards AI-based customer service as a strategic imperative for digital marketplaces, emphasizing the complementary roles of automation and human agents in achieving sustainable service excellence.

References

Akinyemi, A., Onibokun, T., Ejibenam, A., Onayemi, H., & Halliday, N. (2025). Strategies in handling CustomerComplaints using AI Optimisation models. International Journal of Multidisciplinary Research and GrowthEvaluation. https://doi.org/10.54660/.ijmrge.2025.6.3.1021-1029

Rauf, N., Ahmad, N., Salman, M., Kamran, H., & Ilyas, U. (2024). Impact of Human-Like Empathy of AI Chatbots andPrivacy Concerns on Consumer Complaint Behavior in E-Commerce. Journal of Asian Development Studies.https://doi.org/10.62345/jads.2024.13.2.150

Adam, M., Wessel, M., & Benlian, A. (2020). AI-based chatbots in customer service and their effects on usercompliance. Electronic Markets, 31, 427 - 445. https://doi.org/10.1007/s12525-020-00414-7

Hsu, C., & Lin, J. (2023). Understanding the user satisfaction and loyalty of customer service chatbots. Journal ofRetailing and Consumer Services. https://doi.org/10.1016/j.jretconser.2022.103211

Rasheed, M., Sami, I., & Tabassam, A. (2025). The Impact of AI-Powered Chatbots on Customer Satisfaction andBusiness Performance in E-Commerce. Social Science Review Archives. https://doi.org/10.70670/sra.v3i1.547

Chen, J., Le, T., & Florence, D. (2021). Usability and responsiveness of artificial intelligence chatbot on onlinecustomer experience in e-retailing. International Journal of Retail & Distribution Management, ahead-of-print.https://doi.org/10.1108/ijrdm-08-2020-0312

Vebrianti, R., Aras, M., & Swandewi, I. (2025). AI Chatbots in E-Commerce: Enhancing Customer Engagement,Satisfaction and Loyalty. PaperASIA. https://doi.org/10.59953/paperasia.v41i2b.445

Park, J., Fan, A., & Wu, L. (2024). Chatbots in complaint handling: the moderating role of humor. InternationalJournal of Contemporary Hospitality Management. https://doi.org/10.1108/ijchm-05-2024-0762

Sutantri, S. (2025). Effectiveness of Using AI-Based Chatbots in Increasing Customer Engagement. OPTIMALJurnal Ekonomi dan Manajemen. https://doi.org/10.55606/optimal.v5i2.6516

Alalwan, A., Algharabat, R., Samen, A., Albanna, H., & Al-Okaily, M. (2025). Examining the impact ofanthropomorphism and AI-chatbots service quality on online customer flow experience – exploring the moderatingrole of telepresence. Journal of Consumer Marketing. https://doi.org/10.1108/jcm-06-2024-6929

Sharma, R., & Mishra, A. (2024). Advanced NLP and ML Techniques in E-Commerce: Enhancing CustomerExperience with AI Chatbots. 2024 2nd World Conference on Communication & Computing (WCONF), 1-5.https://doi.org/10.1109/wconf61366.2024.10692186

Wardanu, A., Sary, I., Shoib, A., Sudarmiatin, S., & Suharsono, N. (2025). AI Chatbox in Handling CustomerComplaints: A Case Study of KFC Indonesia. East Asian Journal of Multidisciplinary Research.https://doi.org/10.55927/eajmr.v4i5.145

Agnihotri, A., & Bhattacharya, S. (2023). Chatbots' effectiveness in service recovery. Int. J. Inf. Manag., 76, 102679.https://doi.org/10.1016/j.ijinfomgt.2023.102679

Ruan, Y., & Mezei, J. (2022). When do AI chatbots lead to higher customer satisfaction than human frontlineemployees in online shopping assistance? Considering product attribute type. Journal of Retailing and ConsumerServices. https://doi.org/10.1016/j.jretconser.2022.103059

Feng, Y. (2025). Integrating AI-Based Chatbots for Automated Customer Support in E-Commerce: Using NLPModels like GPT for Real-Time Customer Service Automation. Science and Technology of Engineering, Chemistryand Environmental Protection. https://doi.org/10.61173/b3mmvc75

Abdalla, A., Hassan, A., & Elshaer, I. (2025). An empirical study of AI-driven e-commerce: The role of AI chatbots in trust, satisfaction, and loyalty. Future Business Journal, 11(1), Article 112. https://doi.org/10.1186/s43093-025-00476-z

Khan, M., & Malik, S. (2024). AI chatbot innovation: Leading toward consumer satisfaction. ResearchGate. https://www.researchgate.net/publication/378827200_AI_Chatbot_Innovation_Leading_toward_Consumer_Satisfaction

Shopify Editorial Team. (2025). AI chatbot customer service: 10 best chatbots for ecommerce. Shopify. https://www.shopify.com/blog/ai-chatbot-customer-service

Suryani, E., Rahayu, W., & Putra, D. (2024). The effect of chatbot services on online shop customer satisfaction. ResearchGate. https://www.researchgate.net/publication/378827200_The_Effect_of_Chatbot_Services_on_Online_Shop_Customer_Satisfaction

Neontri. (2024). AI chatbots for e-commerce: Creating seamless shopping journeys. Neontri. https://neontri.com/blog/ai-chatbot-ecommerce/

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How to Cite

Dr. Sonal Gupta. (2025). Effectiveness of AI Chatbots in Resolving Customer Complaints: An Empirical Study on Online Shoppers. International Journal of Engineering, Science and Humanities, 15(4), 138–149. Retrieved from https://www.ijesh.com/j/article/view/307

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