Influence of Artificial Intelligence Tools on Customer Satisfaction, Engagement, and Brand Loyalty within Online Brand Communities in Tunisia
“crossref”/

Main Article Content

Imen Hilali 

Abstract

Grounded in the Technology Acceptance Model (TAM) and Social Exchange Theory (SET), this study investigates how artificial intelligence (AI) tools affect customer satisfaction, engagement, and brand loyalty within online brand communities (OBCs) in the Tunisian cosmetics sector. The research employed a mixed-methods approach that involved netnography and a quantitative survey of 250 active members of a Facebook brand community. Structural equation modeling (SEM) indicated that customer satisfaction with AI-enabled features, including personalized recommendations, automated responses, and chatbots, significantly predicted community participation (β = 0.68, p < 0.001) and engagement (β = 0.72, p < 0.001). Both participation and engagement, in turn, enhance brand loyalty (β = 0.61 and β = 0.66, respectively) and mediate the satisfaction-loyalty relationship. Qualitative data reaffirmed these results, indicating that AI-generated personalisation builds trust, emotional connection, and engagement in community interaction. From a theoretical perspective, the study adds to OBC engagement models by exploring AI enabled interactivity as an antecedent to both satisfaction and loyalty, linking two topical research domains: technology adoption and relationship marketing. Pratically, it illustrates how firms in a developing market can utilize AI based personalisation and responsiveness as a method for improving consumer-brands relationship and protecting competitive advantage.

Article Details

Imen Hilali. (2025). Influence of Artificial Intelligence Tools on Customer Satisfaction, Engagement, and Brand Loyalty within Online Brand Communities in Tunisia. African Journal of Management and Business Research, 21(1), 39-59. https://doi.org/10.62154/ajmbr.2025.021.01013
Articles

Copyright (c) 2025 Imen Hilali (Author)

Creative Commons License

This work is licensed under a Creative Commons Attribution 4.0 International License.

Algesheimer, R., Dholakia, U. M., & Herrmann, A. (2005). The social influence of brand community: Evidence from European car clubs. Journal of Marketing, 69(3), 19–34. https://doi.org/10.1509/jmkg.69.3.19.66363 DOI: https://doi.org/10.1509/jmkg.69.3.19.66363

Bawden, D., & Robinson, L. (2009). The dark side of information: Overload, anxiety and other paradoxes and pathologies. Journal of Information Science, 35(2), 180–191. https://doi.org/10.1177/0165551508095781 DOI: https://doi.org/10.1177/0165551508095781

Brodie, R. J., Hollebeek, L. D., Jurić, B., & Ilić, A. (2011). Customer engagement: Conceptual domain, fundamental propositions, and implications for research. Journal of Service Research, 14(3), 252–271. https://doi.org/10.1177/1094670511411703 DOI: https://doi.org/10.1177/1094670511411703

Brodie, R. J., Ilic, A., Juric, B., & Hollebeek, L. D. (2013). Customer engagement in a virtual brand community: An exploratory analysis. Journal of Business Research, 66(1), 105–114. https://doi.org/10.1016/j.jbusres.2011.07.029 DOI: https://doi.org/10.1016/j.jbusres.2011.07.029

Chan, K. W., & Li, S. Y. (2010). Understanding consumer-to-consumer interactions in virtual communities: The salience of reciprocity. Journal of Business Research, 63(9–10), 1033–1040. https://doi.org/10.1016/j.jbusres.2008.08.009 DOI: https://doi.org/10.1016/j.jbusres.2008.08.009

Coelho, M. C. C. D., & Imamović, I. (2025). AI-driven personalization in beauty retail: Exploring how AI-based applications influence customer satisfaction and brand loyalty. In Leveraging AI for effective digital relationship marketing (pp. xx–xx). IGI Global. https://doi.org/10.4018/979-8-3693-5340-0.ch005 DOI: https://doi.org/10.4018/979-8-3693-5340-0.ch005

Constantin, V. D., Platon, O. E., & Orzan, G. (2014). Brand community formation: A critical review. Annales Universitatis Apulensis Series Oeconomica, 16(2), 123–131. DOI: https://doi.org/10.29302/oeconomica.2014.16.2.10

Costa, L. M. A., Cunha, C. A. X. C., Silva, W. K. M., & Abreu, N. R. (2022). Customer satisfaction in service delivery with artificial intelligence: A meta-analytic study. Revista de Administração Mackenzie, 23(6), eRAMD220003. https://doi.org/10.1590/1678-6971/eramd220003.en DOI: https://doi.org/10.1590/1678-6971/eramd220003.en

Creswell, J. W., & Plano Clark, V. L. (2017). Designing and conducting mixed methods research (3rd ed.). Sage Publications.

Cuesta-Valiño, P., Gutierrez Rodriguez, P., & Nuñez Barriopedro, E. (2022). The role of consumer happiness in brand loyalty: A model of the satisfaction and brand image in fashion. Corporate Governance, 22(3), 458–473. https://doi.org/10.1108/CG-03-2021-0099 DOI: https://doi.org/10.1108/CG-03-2021-0099

Dai, X., & Liu, Q. (2024). Impact of artificial intelligence on consumer buying behaviors: Study about the online retail purchase. Journal of Infrastructure, Policy and Development, 8(9), Article 7700. https://doi.org/10.24294/jipd.v8i9.7700 DOI: https://doi.org/10.24294/jipd.v8i9.7700

Davenport, T. H., Guha, A., & Grewal, D. (2020). How artificial intelligence will change the future of marketing. Journal of the Academy of Marketing Science, 48, 24–42. https://doi.org/10.1007/s11747-019-00696-0 DOI: https://doi.org/10.1007/s11747-019-00696-0

Dick, A. S., & Basu, K. (1994). Customer loyalty: Toward an integrated conceptual framework. Journal of the Academy of Marketing Science, 22, 99–113. https://doi.org/10.1177/0092070394222001 DOI: https://doi.org/10.1177/0092070394222001

Fornell, C., & Larcker, D. F. (1981). Evaluating structural equation models with unobservable variables and measurement error. Journal of Marketing Research, 18(1), 39–50. https://doi.org/10.2307/3151312 DOI: https://doi.org/10.1177/002224378101800104

Gummerus, J., Liljander, V., Weman, E., & Pihlström, M. (2012). Customer engagement in a Facebook brand community. Management Research Review, 35(9), 857–877. https://doi.org/10.1108/01409171211256578 DOI: https://doi.org/10.1108/01409171211256578

Hamari, J., Koivisto, J., & Sarsa, H. (2014). Does gamification work? A literature review of empirical studies on gamification. In 47th Hawaii International Conference on System Sciences (pp. 3025–3034). IEEE. https://doi.org/10.1109/HICSS.2014.377 DOI: https://doi.org/10.1109/HICSS.2014.377

Hollebeek, L. D., Glynn, M. S., & Brodie, R. J. (2014). Consumer brand engagement in social media: Conceptualization, scale development and validation. Journal of Interactive Marketing, 28(2), 149–165. https://doi.org/10.1016/j.intmar.2013.12.002 DOI: https://doi.org/10.1016/j.intmar.2013.12.002

Hollebeek, L. D., Sprott, D. E., Andreassen, T. W., Costley, C., Klaus, P., Kuppelwieser, V., Karahasanovic, A., Taguchi, T., Ul Islam, J., & Rather, R. A. (2019). Customer engagement in evolving technological environments: Synopsis and guiding propositions. European Journal of Marketing, 53(9), 2018–2023. https://doi.org/10.1108/EJM-09-2019-0701 DOI: https://doi.org/10.1108/EJM-09-2019-970

Huang, M.-H., Rust, R. T., & Maksimovic, V. (2021). The feeling-first effect: The role of customer satisfaction in brand community participation. Journal of Marketing, 85(5), 88–108. https://doi.org/10.1177/00222429211017633

Hwang, S., Lee, M., Park, E., & Pobil, A. P. (2021). Determinants of customer brand loyalty in the retail industry: A comparison between national and private brands in South Korea. Journal of Retailing and Consumer Services, 63, 102684. https://doi.org/10.1016/j.jretconser.2021.102684 DOI: https://doi.org/10.1016/j.jretconser.2021.102684

Islam, J. U., & Rahman, Z. (2017). Customer engagement and brand loyalty in social media brand communities. Marketing Intelligence & Planning, 35(5), 527–544. https://doi.org/10.1108/MIP-12-2016-0187

Kozinets, R. V. (2002). The field behind the screen: Using netnography for marketing research in online communities. Journal of Marketing Research, 39(1), 61–72. https://doi.org/10.1509/jmkr.39.1.61.18935 DOI: https://doi.org/10.1509/jmkr.39.1.61.18935

Kozinets, R. V. (2015). Netnography: Redefined (2nd ed.). Sage Publications. DOI: https://doi.org/10.1002/9781405165518.wbeos0782

Kumar, V., & Reinartz, W. (2016). Creating enduring customer value. Journal of Marketing, 80(6), 36–68. https://doi.org/10.1509/jm.15.0414 DOI: https://doi.org/10.1509/jm.15.0414

Kumar, V., Dixit, A., Javalgi, R. G., & Dass, M. (2023). Artificial intelligence and machine learning applications in marketing: A systematic review and future research agenda. Journal of Business Research, 154, 113344. https://doi.org/10.1016/j.jbusres.2022.113344 DOI: https://doi.org/10.1016/j.jbusres.2022.113344

Kumar, V., & Nayak, J. K. (2019). Online brand communities: Conceptualizing and measuring the multidimensional engagement. Journal of Marketing Management, 35(5–6), 397–423. https://doi.org/10.1080/0267257X.2019.1576357

Kumar, V., & Kumar, U. (2020). Brand community engagement: The role of social interactions. Journal of Business Research, 118, 224–237. https://doi.org/10.1016/j.jbusres.2020.06.003 DOI: https://doi.org/10.1016/j.jbusres.2020.06.003

Laroche, M., Habibi, M. R., & Richard, M. O. (2013). To be or not to be in social media: How brand loyalty is affected by social media? International Journal of Information Management, 33(1), 76–82. https://doi.org/10.1016/j.ijinfomgt.2012.07.003 DOI: https://doi.org/10.1016/j.ijinfomgt.2012.07.003

Lee, S., & Cho, H. (2023). Enhancing customer engagement through AI-enabled personalization in cosmetics brand communities. Journal of Interactive Marketing, 62, 25–40. https://doi.org/10.1016/j.intmar.2022.12.002

Lemon, K. N., & Verhoef, P. C. (2016). Understanding customer experience throughout the customer journey. Journal of Marketing, 80(6), 69–96. https://doi.org/10.1509/jm.15.0420 DOI: https://doi.org/10.1509/jm.15.0420

Mandung, F., Mangkona, S., & Kusuma Putra, A. H. (2023). Building empowered online communities: A case study on brand community in social media. International Journal of Artificial Intelligence Research, 7(1.1). https://doi.org/10.29099/ijair.v6i1.2.993

Martínez-López, F. J., Anaya-Sánchez, R., & Aguilar-Illescas, R. (2021). The role of online brand community engagement on the consumer brand relationship. Sustainability, 13, 3679. https://doi.org/10.3390/su13073679 DOI: https://doi.org/10.3390/su13073679

Mbonigaba, C. (2024, May). Adopting AI in emerging markets: Challenges and opportunities in the accounting sector. Paper presented at the 12th Indo American International Conference on Multidisciplinary Research, DK International Research Foundation, Perambalur, Tamil Nadu, India. Retrieved from https://www.dkirf.org

McAlexander, J. H., Schouten, J. W., & Koenig, H. F. (2002). Building brand community. Journal of Marketing, 66(1), 38–54. https://doi.org/10.1509/jmkg.66.1.38.18451 DOI: https://doi.org/10.1509/jmkg.66.1.38.18451

Muniz, A. M., & O’Guinn, T. C. (2001). Brand community. Journal of Consumer Research, 27(4), 412–432. https://doi.org/10.1086/319618 DOI: https://doi.org/10.1086/319618

Nunnally, J. C., & Bernstein, I. H. (1994). Psychometric theory (3rd ed.). McGraw-Hill.

Oliver, R. L. (1980). A cognitive model of the antecedents and consequences of satisfaction decisions. Journal of Marketing Research, 17(4), 460–469. https://doi.org/10.1177/002224378001700405 DOI: https://doi.org/10.1177/002224378001700405

Oliver, R. L. (1997). Satisfaction: A behavioral perspective on the consumer. McGraw-Hill.