When AI Meets Consumer Behavior: Exploring How Human-Like AI Chatbots Shape Trust in Consumer Purchase Intentions

Authors

DOI:

https://doi.org/10.63062/trt/WR25.051

Keywords:

AI Chatbots, Consumer Behavior, Trust in AI, Purchase Intentions, Humanization in AI

Abstract

In recent times, the technology of artificial intelligence (AI) has been evolved in almost all domains and has significantly benefited customer lives. In fact, consumer-facing technologies have become the most popular and in-demand services. Given the increasing admiration of AI chatbots as a means to promote and support the positive consumer experience, understanding how AI chatbots influence consumer behavior is critical for both marketeers and researchers. However, despite numerous studies being explored on AI technology, there is an absence of comprehensive research examining AI chatbot interaction quality in shaping trust and, consequently, consumer purchase intention. Our research aims to present an empirical investigation how human-like AI chatbot engagements influence consumers’ trust and purchase intentions, whilst focusing on mediating role of humanization. Our study employs SEM (Structural Equation Modeling) using Smart-PLS 4 analyzing data collected from 366 respondents obtained through a self-administered questionnaire. Henceforth, our results show that the quality of interaction with AI chatbot improves trust and has a positive effect on consumer purchase intentions. Furthermore, this study provides significant insights into the behavioral implications of AI chatbots, whereas human-like characteristic enhances the effect of trust on purchase intention. This also contributes to the understanding of AI in marketing by proposing a novel perspective to appreciate humanization in AI-driven consumer interactions.

Author Biography

  • Altaf Hussain Pirzado, Belt and Road School, Beijing Normal University at Zhuhai, Guangdong, China.

    Corresponding Author: [email protected]

References

Aires, M. V. (2022). How visual merchandising influences generation Z purchasing behavior in a retail store [masterThesis]. https://repositorio.iscte-iul.pt/handle/10071/28057

Aoki, N. (2020). An experimental study of public trust in AI chatbots in the public sector. Government Information Quarterly, 37(4), 101490. https://doi.org/10.1016/j.giq.2020.101490

Bauer, K., Von Zahn, M., & Hinz, O. (2023). Expl(AI)ned: The Impact of Explainable Artificial Intelligence on Users’ Information Processing. Information Systems Research, 34(4), 1582–1602. https://doi.org/10.1287/isre.2023.1199

Brown, J. E. H., & Halpern, J. (2021). AI chatbots cannot replace human interactions in the pursuit of more inclusive mental healthcare. SSM - Mental Health, 1(1), 100017. https://doi.org/10.1016/j.ssmmh.2021.100017

Cai, N., Gao, S., & Yan, J. (2024). How the communication style of chatbots influences consumers’ satisfaction, trust, and engagement in the context of service failure. Palgrave Communications, 11(1), 1–11. https://www.nature.com/articles/s41599-024-03212-0

Chakraborty, D., Kumar Kar, A., Patre, S., & Gupta, S. (2024). Enhancing trust in online grocery shopping through generative AI chatbots. Journal of Business Research, 180, 114737. https://doi.org/10.1016/j.jbusres.2024.114737

Chen, Q., Yin, C., & Gong, Y. (2023). Would an AI chatbot persuade you: An empirical answer from the elaboration likelihood model. Information Technology & People, https://doi.org/10.1108/ITP-10-2021-0764

Cheng, X., Cohen, J., & Mou, J. (2023). AI-enabled technology innovation in e-commerce. Journal of Electronic Commerce Research, 24(1), 1-6. http://www.jecr.org/sites/default/files/2023vol24no1_Paper1.pdf

Chong, T., Yu, T., Keeling, D. I., & de Ruyter, K. (2021). AI-chatbots on the services frontline addressing the challenges and opportunities of agency. Journal of Retailing and Consumer Services, 63, 102735. https://doi.org/10.1016/j.jretconser.2021.102735

Ding, Y., & Muzammil Najaf. (2024). Interactivity, humanness, and trust: a psychological approach to AI chatbot adoption in e-commerce. BMC Psychology, 12(1), 595. https://doi.org/10.1186/s40359-024-02083-z

Edisa Lozić, & Štular, B. (2023). ChatGPT v Bard v Bing v Claude 2 v Aria v human-expert. How good are AI chatbots at scientific writing? ArXiv (Cornell University), 15(10), 336. https://doi.org/10.3390/fi15100336

Kelly, S., Kaye, S.-A., & Oviedo-Trespalacios, O. (2022). A Multi-Industry Analysis of the Future Use of AI Chatbots. Human Behavior and Emerging Technologies, 2022(1), 1–14. https://doi.org/10.1155/2022/2552099

Leong, C. W. (2024). The Factor Affecting Intention to Use Artificial Intelligence (AI) Chatbot in The Context E-Commerce [Masters]. Tunku Abdul Rahman University of Management and Technology. https://eprints.tarc.edu.my/27535/

Li, J., Wu, L., Qi, J., Zhang, Y., Wu, Z., & Hu, S. (2023). Determinants Affecting Consumer Trust in Communication With AI Chatbots. Journal of Organizational and End User Computing, 35(1), 1–24. https://doi.org/10.4018/joeuc.328089

Loh, E. (2023). ChatGPT and generative AI chatbots: challenges and opportunities for science, medicine and medical leaders. BMJ Leader, 8(1), leader-2023-000797. https://doi.org/10.1136/leader-2023-000797

Meshram, S., Naik, N., VR, M., More, T., & Kharche, S. (2021). Conversational AI: Chatbots. 2021 International Conference on Intelligent Technologies (CONIT). https://doi.org/10.1109/conit51480.2021.9498508

Min, F., Fang, Z., He, Y., & Xuan, J. (2021). Research on Users’ Trust of Chatbots Driven by AI: An Empirical Analysis Based on System Factors and User Characteristics. 2021 IEEE International Conference on Consumer Electronics and Computer Engineering (ICCECE), 55–58. https://doi.org/10.1109/iccece51280.2021.9342098

Nguyen, V. T., Phong, L. T., & Khanh, N. T. (2023). The impact of AI chatbots on customer trust: an empirical investigation in the hotel industry. Consumer Behavior in Tourism and Hospitality, 18(3), 293–305. https://doi.org/10.1108/cbth-06-2022-0131

Nichifor, E., & Trifan, A. (2021). Artificial Intelligence in Electronic Commerce: Basic Chatbots and the Consumer Journey. Amfiteatru Economic, 23(56), 87–101. https://www.ceeol.com/search/article-detail?id=929501

Nicolescu, L., & Tudorache, M. T. (2022). Human-Computer Interaction in Customer Service: The Experience with AI Chatbots—A Systematic Literature Review. Electronics, 11(10), Article 10. https://doi.org/10.3390/electronics11101579

OKTAVIA, T., & ARIFIN, C. W. (2024). REVOLUTIONIZING E-COMMERCE WITH AI CHATBOTS: ENHANCING CUSTOMER SATISFACTION AND PURCHASE DECISIONS IN ONLINE MARKETPLACE. Journal of Theoretical and Applied Information Technology, 102(19). https://www.jatit.org/volumes/Vol102No19/29Vol102No19.pdf

Pragha, P., Dhalmahapatra, K., Sambasivan, M., Rathore, P., & Saha, E. (2024). Understanding students’ switching intentions from cash payment to mobile payment in education sector. Journal of Applied Research in Higher Education, ahead-of-print(ahead-of-print). https://doi.org/10.1108/JARHE-11-2023-0522

Prasad, K. V. S., Xavier, L. A., Jain, S., Subba, R., Mittal, S., & Anute, N. (2024). AI-Driven Chatbots for E-Commerce Customer Support. 2024 International Conference on Advances in Computing, Communication and Applied Informatics (ACCAI), 1–5. https://doi.org/10.1109/ACCAI61061.2024.10602261

Puertas, S. M., Manzano, M. D. I., López, C. S., & Ribeiro-Cardoso, P. (2024). Purchase intentions in a chatbot environment: An examination of the effects of customer experience. Oeconomia Copernicana, 15(1). https://doi.org/10.24136/oc.2914

Rafiq, F., Dogra, N., Adil, M., & Wu, J.-Z. (2022). Examining Consumer’s Intention to Adopt AI-Chatbots in Tourism Using Partial Least Squares Structural Equation Modeling Method. Mathematics, 10(13), Article 13. https://doi.org/10.3390/math10132190

Rahevar, M., & Darji, S. (2024). THE ADOPTION OF AI-DRIVEN CHATBOTS INTO A RECOMMENDATION FOR E-COMMERCE SYSTEMS TO TARGETED CUSTOMER IN THE SELECTION OF PRODUCT. International Journal of Management, Economics and Commerce, 1(2), https://doi.org/10.62737/m1vpdq75

Ryan, Lay, W. B., Chia, J. J., & Gui, A. (2024). Transforming E-Commerce: AI Chatbots for Supercharged Customer Experiences. 2024 International Conference on Information Technology Research and Innovation (ICITRI), 299–304. https://doi.org/10.1109/ICITRI62858.2024.10698874

Shahzad, M. F., Xu, S., & An, X. (2024). Assessing the impact of AI-chatbot service quality on user e-brand loyalty through chatbot user trust, experience and electronic word of mouth. Journal of Retailing and Consumer Services, 79, 103867. https://doi.org/10.1016/j.jretconser.2024.103867

Sidlauskiene, J., Joye, Y., & Auruskeviciene, V. (2023). AI-based chatbots in conversational commerce and their effects on product and price perceptions. Electronic Markets, 33(1), 24. https://doi.org/10.1007/s12525-023-00633-8

Singh, C., Dash, M. K., Sahu, R., & Kumar, A. (2024). Investigating the acceptance intentions of online shopping assistants in E-commerce interactions: Mediating role of trust and effects of consumer demographics. Heliyon, 10(3). https://doi.org/10.1016/j.heliyon.2024.e25031

Tamara, C. A. J., Tumbuan, W. J. F. A., & Gunawan, E. M. (2023). CHATBOTS IN E-COMMERCE: A STUDY OF GEN Z CUSTOMER EXPERIENCE AND ENGAGEMENT – FRIEND OR FOE? Jurnal EMBA : Jurnal Riset Ekonomi, Manajemen, Bisnis Dan Akuntansi, 11(3), https://doi.org/10.35794/emba.v11i3.49501

TIger NIlson, E., & Bengtsson, I. (2024). The New Shop Assistants? Unveiling ConsumerAttitudes towards AI-powered Chatbots in E-commerce : An exploratory study. https://urn.kb.se/resolve?urn=urn:nbn:se:lnu:diva-130197

Wang, C., Li, Y., & Fu, W. (2023). Whether to trust chatbots: Applying the event-related approach to understand consumers’ emotional experiences in interactions with chatbots in e-commerce. Journal of Retailing and Consumer Services, 73, 103325. https://doi.org/10.1016/j.jretconser.2023.103325

Zakaria, A., & Doheir, M. (2024). Infinite Potential of AI Chatbots: Enhancing User Experiences and Driving Business Transformation in E-commerce: Case of Palestinian E-Commerce. Journal of Ecohumanism, 3(5), 216–229. https://www.ceeol.com/search/article-detail?id=1273597

Zhu, Y., & Zhang, J. (2022). AI is better when I’m sure: The influence of certainty of needs on consumers’ acceptance of AI chatbots. Journal of Business Research, 150, 642–652. https://doi.org/10.1016/j.jbusres.2022.06.044

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Published

2025-01-22

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Articles

How to Cite

Pirzado, A. H., Babar, A., Castillo, M. G. A., Rahman, M. M., & Muro, M. E. (2025). When AI Meets Consumer Behavior: Exploring How Human-Like AI Chatbots Shape Trust in Consumer Purchase Intentions. The Regional Tribune, 4(1), 1-13. https://doi.org/10.63062/trt/WR25.051