Artificial intelligence-driven brand strategy: Impact on awareness, image, equity, and loyalty

Patria Laksamana, Saripudin Saripudin, Suharyanto Suharyanto, Yohanes Ferry Cahaya

Article ID: 10084
Vol 8, Issue 15, 2024

VIEWS - 33 (Abstract) 16 (PDF)

Abstract


The study investigates the impact of artificial intelligence (AI)-powered chatbots on brand dynamics within the banking sector, focusing on the interrelationships between AI implementation and key brand dimensions, including awareness, equity, image, and loyalty. Using structural equation modeling (SEM) analysis on data collected from 520 banking customers, the study tests eight hypotheses to explore the direct and indirect effects of AI-driven interactions on brand development. The findings reveal that AI chatbots significantly enhance brand awareness in banking services, demonstrating moderate positive effects on both brand equity and brand image. Notably, while brand awareness exerts a strong influence on brand image, it does not have a significant direct effect on brand loyalty. Instead, the study shows that brand loyalty is primarily developed through the mediating effects of brand equity and image, with brand image exerting a particularly strong influence on brand equity. For banking practitioners, these insights suggest a need to integrate AI chatbots within a comprehensive brand strategy that merges technological innovation with traditional relationship-building approaches. Limitations of the study and potential directions for future research are also discussed, providing avenues for further exploration of AI’s role in brand management.


Keywords


Artificial Intelligence (AI); brand awarness; brand image; brand equity; brand loyalty

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References


Aaker A., D. (1991). Managing Brand Equity. Journal of Marketing, 56(2), 125. http://www.jstor.org/stable/1252048?origin=crossref

Abbas, U., Islam, K. A., Hussain, S., Baqir, M., & Muhammad, N. (2021). Impact of brand image on customer loyalty with the mediating role of customer satisfaction and brand awareness. International Journal of Marketing Research Innovation, 5(1), 1-15.

Ameen, N., Tarhini, A., Reppel, A., & Anand, A. (2021). Customer experiences in the age of artificial intelligence. Computers in Human Behavior, 114, 106548.

Anderson, J. C., & Gerbing, D. W. (1988). Structural equation modeling in practice: A review and recommended two-step approach. Psychological Bulletin, 103(3), 411–423. https://doi.org/10.1037/0033-2909.103.3.411

Aslam, F. (2023). The Impact of Artificial Intelligence on Chatbot Technology: A Study on the Current Advancements and Leading Innovations. European Journal of Technology, 7(3), 62–72. https://doi.org/10.47672/ejt.1561

Bank Indonesia. (2023). Tinjauan Kebijakan Moneter September 2023. Bank Indonesia, 1. https://www.bi.go.id/id/publikasi/laporan/Pages/TKM-September-2023.aspx

Bapat, D. (2017). Impact of brand familiarity on brands experience dimensions for financial services brands. International Journal of Bank Marketing, 35(4), 637–648. https://doi.org/10.1108/IJBM-05-2016-0066

Batra, R., Ahuvia, A., & Bagozzi, R. P. (2012). Brand Love. Journal of Marketing, 76(2), 1–16. https://doi.org/10.1509/jm.09.0339

Bernarto, I., Berlianto, M. P., Meilani, Y. F. C. P., Masman, R. R., & Suryawan, I. N. (2020). The influence of brand awareness, brand image, and brand trust on brand loyalty. Jurnal Manajemen, 24(3), 412–426.

Büyükdağ, N. (2021). The effect of brand awareness, brand image, satisfaction, brand loyalty and wom on purchase intention: An empirical research on social media. Business & Management Studies: An International Journal, 9(4), 1380-1398.

Çelik, Z. (2022). The moderating role of influencer attractiveness in the effect of brand love, brand trust, brand awareness and brand image on braAbbas, U., Islam, K. A., Hussain, S., Baqir, M., & Muhammad, N. (2021). Impact of brand image on customer loyalty with the mediating role of customer satisfaction and brand awareness. International Journal of Marketing Research Innovation, 5(1), 1-15.

Chaudhuri, A., & Holbrook, M. B. (2001). The chain of effects from brand trust and brand affect to brand performance: The role of brand loyalty. Journal of Marketing, 65(2), 81–93. https://doi.org/10.1509/jmkg.65.2.81.18255

Chen, L., Cheung, M., & Lee, H. (2021). Integrating Technology Acceptance Model with Information System Success Model to explore the influence of chatbots on online customer satisfaction and experience. Journal of Retailing and Consumer Services, 61, 1524.

Chen, Q., Lu, Y., Gong, Y., & Xiong, J. (2023). Can AI chatbots help retain customers? Impact of AI service quality on customer loyalty. Internet Research, 33(6), 2205–2243. https://doi.org/10.1108/INTR-09-2021-0686

Cheng, Y., & Jiang, H. (2022). Customer–brand relationship in the era of artificial intelligence: Understanding the role of chatbot marketing efforts. Journal of Product & Brand Management, 31(2), 252-264.

Chinomona, R., & Maziriri, E. T. (2017). The influence of brand awareness, brand association and product quality on brand loyalty and repurchase intention: A case of male consumers for cosmetic brands in South Africa. Journal of Business and Retail Management Research, 12(1).

Chiu, C.-M., Hsu, M.-H., & Wang, E. T. G. (2009). Understanding knowledge sharing in virtual communities: The role of social presence and trust. Internet Research, 19(4), 358–376.

Chopra, A., & Vidyavihar, S. (2023). Service Quality Dimensions in AI-enabled Chatbots Leading to Customer Satisfaction: A Study from South Asia. IIFT International Business and Management Review Journal, 1(1), 26–49.

Chung, M., Ko, E., Joung, H., & Jin, S. (2018). Chatbot e-service and customer satisfaction regarding luxury brands. Journal of Business Research, November 2017, 1–9. https://doi.org/10.1016/j.jbusres.2018.10.004

Civelek, M. E., & Ertemel, A. V. (2019). The role of brand equity and perceived value for stimulating purchase intention in B2C e-commerce web sites. Business and Economics Research Journal, 10(1), 233–243.

Dada, M. H. (2021). Impact of brand association, brand image & brand loyalty on brand equity. Journal of Marketing Strategies, 3(1), 29-43.

Davis, F. D. (1989). Perceived usefulness, perceived ease of use, and user acceptance of information technology. MIS Quarterly: Management Information Systems, 13(3), 319–339. https://doi.org/10.2307/249008

Davis, F. D., Bagozzi, R. P., & Warshaw, P. R. (1989). User acceptance of computer technology: A comparison of two theoretical models. Management Science, 35(8), 982–1003.

DeLone, W. H., & McLean, E. R. (2003). The DeLone and McLean model of information systems success: A ten-year update. Journal of Management Information Systems, 19(4), 9–30. https://doi.org/10.1080/07421222.2003.11045748

Donthu, N., & Gustafsson, A. (2020). Effects of covid-19 on business and research. Journal of Business Research, 117, 284-289.

Dwivedi, A., Johnson, L. W., Wilkie, D. C., & De Araujo-Gil, L. (2019). Consumer emotional brand attachment with social media brands and social media brand equity. European Journal of Marketing, 53(6), 1176–1204.

Dwivedi, Y. K., Hughes, L., Ismagilova, E., Aarts, G., Coombs, C., Crick, T., Duan, Y., Dwivedi, R., Edwards, J., & Eirug, A. (2021). Artificial intelligence (AI): Multidisciplinary perspectives on emerging challenges, opportunities, and agenda for research, practice and policy. International Journal of Information Management, 57, 101994.

Eslami, S. (2020). The effect of brand experience on brand equity and brand loyalty through the mediating role of brand awareness, brand image and perceived quality. Archives of Pharmacy Practice, 11(1-2020), 98-104.

Faircloth, J. B., Capella, L. M., & Alford, B. L. (2001). The effect of brand attitude and brand image on brand equity. Journal of Marketing Theory and Practice, 9(3), 61–75.

Febriyantoro, M. T. (2020). Exploring youtube marketing communication: Brand awareness, brand image and purchase intention in the millennial generation. Cogent Business & Management, 7(1), 1787733.

Følstad, A., Nordheim, C. B., & Bjørkli, C. A. (2018). What makes users trust a chatbot for customer service? An exploratory interview study. Lecture Notes in Computer Science (Including Subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics), 11193 LNCS(December), 194–208. https://doi.org/10.1007/978-3-030-01437-7_16

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

Foroudi, P., Nazarian, A., Ziyadin, S., Kitchen, P., Hafeez, K., Priporas, C., & Pantano, E. (2020). Co-creating brand image and reputation through stakeholder’s social network. Journal of Business Research, 114, 42–59.

Fritz, W., Sohn, S., & Seegebarth, B. (2017). Broadening the perspective on mobile marketing: An introduction. Psychology & Marketing, 34(2), 113–118.

Gao, L., Melero-Polo, I., & Sese, F. J. (2020). Customer equity drivers, customer experience quality, and customer profitability in banking services: The moderating role of social influence. Journal of Service Research, 23(2), 174-193.

Ha, M. T., Ngan, V. T. K., & Nguyen, P. N. (2022). Greenwash and green brand equity: The mediating role of green brand image, green satisfaction and green trust and the moderating role of information and knowledge. Business Ethics, the Environment & Responsibility, 31(4), 904-922.

Hair, J. F., Hult, G. T. M., Ringle, C. M., & Sarstedt, M. (2014). A Primer on Partial Least Squares Structural Equation Modeling (PLS-SEM). Sage Publications.

Hair, J. F., Ringle, C. M., & Sarstedt, M. (2011). PLS-SEM: Indeed a silver bullet. Journal of Marketing Theory and Practice, 19(2), 139–152. https://doi.org/10.2753/MTP1069-6679190202

Hair, J. F., Risher, J. J., Sarstedt, M., & Ringle, C. M. (2019). When to use and how to report the results of (PLS-SEM). European Business Review, 31(1), 2–24. https://doi.org/10.1108/EBR-11-2018-0203

Han, S. H., Nguyen, B., & Lee, T. J. (2015). Consumer-based chain restaurant brand equity, brand reputation, and brand trust. International Journal of Hospitality Management, 50, 84–93.

Henseler, J., Ringle, C. M., & Sarstedt, M. (2015). A new criterion for assessing discriminant validity in variance-based structural equation modeling. Journal of the Academy of Marketing Science, 43, 115–135. https://doi.org/10.1007/s11747-014-0403-8

Hentzen, J. K., Hoffmann, A., Dolan, R., & Pala, E. (2022). Artificial intelligence in customer-facing financial services: A systematic literature review and agenda for future research. International Journal of Bank Marketing, 40(6), 1299-1336.

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.

Hoyer, W. D., Kroschke, M., Schmitt, B., Kraume, K., & Shankar, V. (2020). Transforming the customer experience through new technologies. Journal of Interactive Marketing, 51(1), 57-71.

Huang, M.-H., & Rust, R. T. (2021). A strategic framework for artificial intelligence in marketing. Journal of the Academy of Marketing Science, 49, 30-50.

Huang, R., & Sarigöllü, E. (2012). How brand awareness relates to market outcome, brand equity, and the marketing mix. Journal of Business Research, 65(1), 92–99.

Ilyas, G. B., Rahmi, S., Tamsah, H., Munir, A. R., & Putra, A. H. P. K. (2020). Reflective model of brand awareness on repurchase intention and customer satisfaction. The Journal of Asian Finance, Economics and Business, 7(9), 427-438.

Islam, J. U., Rahman, Z., & Hollebeek, L. D. (2018). Consumer engagement in online brand communities: A solicitation of congruity theory. Internet Research, 28(1), 23–45.

Jenneboer, L., Herrando, C., & Constantinides, E. (2022). The impact of chatbots on customer loyalty: A systematic literature review. Journal of Theoretical and Applied Electronic Commerce Research, 17(1), 212–229.

Journal of Business Research, 98, 289–298. https://doi.org/https://doi.org/10.1016/j.jbusres.2019.02.022 Marangunic, N., & Granic, A. (2015). Technology acceptance model: A literature review from 1986 to 2013.

Keller Kevin Lane. (2013). Conceptualizing, measuring, and managing customer-based brand equity. Journal of Marketing, 57(1), 1–22.

Keller, K. L. (1993). Conceptualizing, measuring, and managing customer-based brand equity. Journal of Marketing, 57(1), 1–22.

Keller, K. L. (2013). Strategic brand management: Building, measuring, and managing brand equity. Pearson. https://books.google.co.id/books?id=g8haMAEACAAJ

Keller, K. L. (2021). Leveraging secondary associations to build brand equity: Theoretical perspectives and practical applications. In Leveraged marketing communications (pp. 4-21). Routledge.

Keller, K. L., & Lehmann, D. R. (2006). Brands and branding: Research findings and future priorities. Marketing Science, 25(6), 740–759. https://doi.org/10.1287/mksc.1050.0153

Khoo, K. L. (2022). A study of service quality, corporate image, customer satisfaction, revisit intention and word-of-mouth: Evidence from the ktv industry. PSU Research Review, 6 (2), 105-119.

Kim, Y., Lee, H., & Han, S. (2010). The role of perceived ease of use and perceived usefulness in the adoption of e-commerce. Journal of Business Research, 63(3), 311–319.

Kumar, V., Rajan, B., Venkatesan, R., & Lecinski, J. (2019). Understanding the role of artificial intelligence in personalized engagement marketing. California Management Review, 61(4), 135–155. https://doi.org/10.1177/0008125619859317

Kumar, V., Ramachandran, D., & Kumar, B. (2021). Influence of new-age technologies on marketing: A research agenda. Journal of Business Research, 125, 864–877.

Ladhari, R., Souiden, N., & Ladhari, I. (2011). Determinants of loyalty and recommendation: The role of perceived service quality, emotional satisfaction and image. Journal of Financial Services Marketing, 16(2), 111–124.

Liu, S. Q., Choi, S., & Mattila, A. S. (2019). Love is in the menu: Leveraging healthy restaurant brands with handwritten typeface. Journal of Business Research, 98, 289–298. https://doi.org/https://doi.org/10.1016/j.jbusres.2019.02.022

Lobschat, L., Mueller, B., Eggers, F., Brandimarte, L., Diefenbach, S., Kroschke, M., & Wirtz, J. (2021). Corporate digital responsibility. Journal of Business Research, 122, 875-888.

Ma, L., & Sun, B. (2020). Machine learning and ai in marketing–connecting computing power to human insights. International Journal of Research in Marketing, 37(3), 481-504.

Machi, L., Nemavhidi, P., Chuchu, T., Nyagadza, B., & de Villiers, M. V. (2022). Exploring the impact of brand awareness, brand loyalty and brand attitude on purchase intention in online shopping. International Journal of Research in Business and Social Science (2147-4478), 11(5), 176-187.

Marinova, D., de Ruyter, K., Huang, M.-H., Meuter, M. L., & Challagalla, G. (2017). Getting smart: Learning from technology- empowered frontline interactions. Journal of Service Research, 20(1), 29–42.

Mariutti, F. G., & Giraldi, J. d. M. E. (2020). Country brand equity: The role of image and reputation. BAR-Brazilian Administration Review, 17(3), e180128.

Mende, M., Scott, M. L., van Doorn, J., Grewal, D., & Shanks, I. (2019). Service Robots Rising: How Humanoid Robots Influence Service Experiences and Elicit Compensatory Consumer Responses. Journal of Marketing Research, 56(4), 535–556.

Moriuchi, E. (2019). Okay, Google!: An empirical study on voice assistants on consumer engagement and loyalty. Psychology and Marketing, 36(5), 489–501. https://doi.org/10.1002/mar.21192

Narteh, B., & Braimah, M. (2020). Corporate reputation and retail bank selection: The moderating role of brand image. International journal of retail & distribution management, 48(2), 109-127.

Nguyen, T. M., Quach, S., & Thaichon, P. (2022). The effect of ai quality on customer experience and brand relationship. Journal of Consumer Behaviour, 21(3), 481-493.

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

Oliver, R. L. (1999). Whence consumer loyalty? Journal of Marketing, 63(Special Issue), 33–44. http://www.jstor.org/stable/1252099

Poturak, M., & Softic, S. (2019). Influence of social media content on consumer purchase intention: Mediation effect of brand equity. Eurasian Journal of Business and Economics, 12(23), 17–43.

Prentice, C., & Loureiro, S. M. C. (2017). An asymmetrical approach to understanding configurations of customer loyalty in the airline industry. Journal of Retailing and Consumer Services, 38, 96–107.

Prentice, C., & Nguyen, M. (2020). Journal of Retailing and Consumer Services Engaging and retaining customers with AI and employee service. Journal of Retailing and Consumer Services, 56(April), 102186.

Przegalinska, D. A. (2019). State of the art and future of artificial intelligence. European Parliament- IPOL | Policy Department for Economic, Scientific and Quality of Life Policies, February, 2.

Rahi, S., Ghani, M. A., & Ngah, A. H. (2020). Factors propelling the adoption of internet banking: The role of e-customer service, website design, brand image and customer satisfaction. International Journal of Business Information Systems, 33(4), 549-569.

Rahman, M., Ming, T. H., Baigh, T. A., & Sarker, M. (2023). Adoption of artificial intelligence in banking services: An empirical analysis. International Journal of Emerging Markets, 18(10), 4270-4300.

Rather, R. A., & Sharma, J. (2017). The effects of customer satisfaction and commitment on customer loyalty: Evidence from the hotel industry. Johar, 12(2), 41.

Rimadias, S., Alvionita, N., & Amelia, A. P. (2021). Using social media marketing to create brand awareness, brand image, and brand loyalty on tourism sector in indonesia. The Winners, 22(2), 173-182.

Ringle, C. M., & Sarstedt, M. (2016). Gain more insight from your PLS-SEM results: The importance-performance map analysis. Industrial Management & Data Systems, 116(9), 1865–1886. https://doi.org/10.1108/IMDS-10-2015-0449

Sasmita, J., & Mohd Suki, N. (2015). Young consumers’ insights on brand equity: Effects of brand association, brand loyalty, brand awareness, and brand image. International Journal of Retail and Distribution Management, 43(3), 276–292.

Seo, E.-J., & Park, J.-W. (2018). A study on the effects of social media marketing activities on brand equity and customer response in the airline industry. Journal of Air Transport Management, 66, 36–41.

Shankar, A., & Jebarajakirthy, C. (2019). The influence of e-banking service quality on customer loyalty: A moderated mediation approach. International Journal of Bank Marketing, 37(5), 1119–1142. https://doi.org/10.1108/IJBM-03-2018-0063

Sohaib, M., Mlynarski, J., & Wu, R. (2022). Building brand equity: The impact of brand experience, brand love, and brand engagement—a case study of customers’ perception of the apple brand in china. Sustainability, 15(1), 746

Sung, E. C., Bae, S., Han, D.-I. D., & Kwon, O. (2021). Consumer engagement via interactive artificial intelligence and mixed reality. International Journal of Information Management, 60, 102382.

Torres, A., & Tribo, J. A. (2011). Customer satisfaction and brand equity. Journal of Business Research, 64(10), 1089–1096. https://doi.org/10.1016/j.jbusres.2010.12.001

Trivedi, J. (2019). Examining the customer experience of using banking chatbots and its impact on brand love: The moderating role of perceived risk. Journal of Internet Commerce, 18(1), 91–111. https://doi.org/10.1080/15332861.2019.1567188

Trivedi, M., & Trivedi, A. (2018). Technology acceptance model and service quality: A comprehensive review. Journal of Technology Management, 32(2), 172.

Wang, Y., Kim, J., & Kim, J. (2021). The financial impact of online customer reviews in the restaurant industry: A moderating effect of brand equity. International Journal of Hospitality Management, 95, 102895.

World Bank. (2021). The global findex database 2021: Financial inclusion, digital payments, and resilience in the age of COVID-19. World Bank. https://www.worldbank.org/en/publication/globalfindex

World Bank. (2023). Global Economic Prospects, January 2023. World Bank. https://www.worldbank.org/en/publication/global- economic-prospects

Yoo, B., Donthu, N., & Lee, S. (2000). An examination of selected marketing mix elements and brand equity. Journal of the Academy of Marketing Science, 28(2), 195–211.

Zhao, J., Butt, R. S., Murad, M., Mirza, F., & Saleh Al-Faryan, M. A. (2022). Untying the influence of advertisements on consumers buying behavior and brand loyalty through brand awareness: The moderating role of perceived quality. Frontiers in Psychology, 12, 803348.

Zhu, Y., Zhang, J., Wu, J., & Liu, Y. (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.




DOI: https://doi.org/10.24294/jipd10084

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