ISSN: 2226-3624
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The rapid proliferation of generative artificial intelligence (GenAI) is fundamentally restructuring the marketing landscape, enabling hyper-personalized content creation and advanced analytical capabilities at unprecedented scale. This article synthesizes scholarly discourse published from 2022 onwards to assess GenAI's transformative applications across digital marketing, customer engagement, and firm performance. Drawing on a traditional literature review methodology, this paper examines the full spectrum of GenAI marketing applications, from content automation and personalized advertising to AI-powered SEO, email marketing, conversational AI, and intelligent recommendation systems. Five central research questions guide this inquiry, addressing the efficacy of personalization, operational efficiency, ethical governance, strategic scaling, and workforce transformation. Findings reveal that while GenAI dramatically amplifies marketing agility and consumer relevance, successful adoption hinges upon navigating systemic barriers, including algorithmic bias, data governance challenges, vendor dependency risks, and the imperative for sustained human oversight. The paper concludes by proposing a research agenda that bridges fragmented technological deployment with long-term competitive advantage and brand integrity.
Abrokwah-Larbi, K. (2023). The role of generative artificial intelligence (GAI) in customer personalisation (CP) development in SMEs: a theoretical framework and research propositions. Industrial Artificial Intelligence, 1(1). https://doi.org/10.1007/s44244-023-00012-4
Aghaei, R., Kiaei, A. A., Boush, M., Vahidi, J., Zavvar, M., Barzegar, Z., & Rofoosheh, M. (2025). Harnessing the Potential of Large Language Models in Modern Marketing Management: Applications, Future Directions, and Strategic Recommendations. arXiv (Cornell University). https://doi.org/10.48550/arxiv.2501.10685
Akhtar, Z. B. (2024). Unveiling the evolution of generative AI (GAI): a comprehensive and investigative analysis toward LLM models (2021-2024) and beyond. Journal of Electrical Systems and Information Technology, 11(1). https://doi.org/10.1186/s43067-024-00145-1.
Al-Haimi, B., Ali, F., & Hujainah, F. (2024). Digital Transformation in Healthcare: Impact on Organizations' Strategies, Future Landscape, and Required Skills. In Navigating the Intersection of Business, Sustainability and Technology (pp. 61-74). Singapore: Springer Nature Singapore.
Al-kfairy, M. (2025). Strategic Integration of Generative AI in Organizational Settings: Applications, Challenges, and Adoption Requirements. IEEE Engineering Management Review, 53(6), 80-97. https://doi.org/10.1109/emr.2025.3534034
Anjorin, K. F., Raji, M. A., Olodo, H. B., & Oyeyemi, O. P. (2024). Harnessing artificial intelligence to develop strategic marketing goals. International Journal of Management & Entrepreneurship Research, 6(5), 1625-1650. https://doi.org/10.51594/ijmer.v6i5.1127
Babatunde, S. O., Odejide, O. A., Edunjobi, T. E., & Ogundipe, D. O. (2024). The role of AI in marketing personalization: A theoretical exploration of consumer engagement strategies. International Journal of Management & Entrepreneurship Research, 6(3), 936-949. https://doi.org/10.51594/ijmer.v6i3.964
Bartelt, C., & Röser, A. M. (2024). Transforming the Operational Components of Marketing Processes with GenAI: A Paradigm Shift. Advances in Artificial Intelligence and Machine Learning, 4(3), 2535-2544. https://doi.org/10.54364/aaiml.2024.43148
Bathe, D., Patel, M., Patil, P., & Waghule, A. (2026). Dynamic Content Creation: Leveraging AI and APIs for Social Media Engagement and Influencer Marketing. In Advances in Science and Technology (pp. 455-462). https://doi.org/10.1201/9781003774679-73
Bruno, Z. (2024). The Impact of Artificial Intelligence on Business Operations. Global Journal of Management and Business Research, 1-8. https://doi.org/10.34257/gjmbrdvol24is1pg1
Caño-Marín, E. (2024). Transformative potential of Generative Artificial Intelligence (GenAI) in business. ESIC MARKET Economic and Business Journal, 55(2). https://doi.org/10.7200/esicm.55.333
Chambers, A. L., & Lewis, N. (2024). Lessons from the California Gold Rush of 1849: prudence and care before advancing generative AI initiatives within your enterprise. AI & Society. https://doi.org/10.1007/s00146-024-01917-z
Cillo, P., & Rubera, G. (2024). Generative AI in innovation and marketing processes: A roadmap of research opportunities. Journal of the Academy of Marketing Science, 53(3), 684-701. https://doi.org/10.1007/s11747-024-01044-7
Coetzer, W. (2026a). MIT(IS) Thesis - Deductive Thematic Analysis Table & Figures [Data set]. Figshare. https://doi.org/10.6084/m9.figshare.31366105.v1
Coetzer, W. (2026b). MIT(IS) Thesis - Deductive Thematic Analysis Table & Figures [Data set]. Figshare. https://doi.org/10.6084/m9.figshare.31366105
Das, S. (2024). Investigating Generative AI innovative Strategies for Customer Engagement in Marketing Automations in the Digital Era. International Journal of Applied Science and Engineering, 12(1). https://doi.org/10.30954/2322-0465.1.2024.5
Denicolai, S., & Bartosiak, M. (2025). Islands of Innovation or Systemic Transformation? The Scaling Dilemma of Generative and Agentic AI within Organizations. ScholarSpace (University of Hawaii at Manoa). https://hdl.handle.net/10125/112154
Diesperova, N. (2025). Leveraging Generative Artificial Intelligence to Address Marketing Challenges. Russian Journal of Management, 13(8). https://doi.org/10.29039/2500-1469-2025-13-8-258-272
Ding, M., Dong, S., & Grewal, R. (2024). Generative AI and Usage in Marketing Classroom. Customer Needs and Solutions, 11(1). https://doi.org/10.1007/s40547-024-00145-2
Duong, C. D., Dufek, Z., Ejdys, J., Ginevi?ius, R., Korzy?ski, P., Mazurek, G., Paliszkiewicz, J., Wach, K., & Ziemba, E. (2023). Generative AI in the Manufacturing Process: Theoretical Considerations. Engineering Management in Production and Services, 15(4), 76-89. https://doi.org/10.2478/emj-2023-0029
Ferrara, M., Viglia, G., & Romero, J. C. (2026). Strategic tensions in organizational GenAI adoption. Technological Forecasting and Social Change, 227, 124653. https://doi.org/10.1016/j.techfore.2026.124653
Ganapam, M. M., Kumar, G. V. A., & Kasa, M. (2025). Integrating Generative AI into Digital Transformation: A Unified Pilot-to-Production Framework. https://doi.org/10.1109/icerect65215.2025.11376210
García, S. M. L., & Sathish, A. S. (2025). Intelligent emotion sensing using BERT BiLSTM and generative AI for proactive customer care. Scientific Reports, 15(1). https://doi.org/10.1038/s41598-025-15501-y
Garg, S. (2026). How Generative AI is Disrupting Marketing, Branding & Content Creation for Modern Businesses. International Journal For Multidisciplinary Research, 8(1). https://doi.org/10.36948/ijfmr.2026.v08i01.64298
GEN AI: Unveiling the Black Box. (2025). https://doi.org/10.64558/bllp/706684vaabgd
Ghobakhloo, M., Fathi, M., Iranmanesh, M., Vilkas, M., Grybauskas, A., & Amran, A. (2024). Generative artificial intelligence in manufacturing: opportunities for actualizing Industry 5.0 sustainability goals. Journal of Manufacturing Technology Management, 35(9), 94-121. https://doi.org/10.1108/jmtm-12-2023-0530
Grewal, D., Satornino, C. B., Davenport, T. H., & Guha, A. (2024). How generative AI is shaping the future of marketing. Journal of the Academy of Marketing Science, 53(3), 702-722. https://doi.org/10.1007/s11747-024-01064-3
Gupta, R., Nair, K., Mishra, M., Ibrahim, B., & Bhardwaj, S. (2024). Adoption and impacts of generative artificial intelligence: Theoretical underpinnings and research agenda. International Journal of Information Management Data Insights, 4(1), 100232. https://doi.org/10.1016/j.jjimei.2024.100232
Hao, X., Demir, E., & Eyers, D. (2024). Exploring collaborative decision-making: A quasi-experimental study of human and Generative AI interaction. Technology in Society, 78, 102662. https://doi.org/10.1016/j.techsoc.2024.102662.
Hamamah, A., Al-Haimi, B., & Tajuri, W. (2024). Navigating the marketing landscape: Artificial intelligence and big data role in digital marketing. International Journal of Academic Research in Business and Social Sciences, 14(10), 2285-2299.
Hermann, E., & Puntoni, S. (2024). Generative AI in Marketing and Principles for Ethical Design and Deployment. Journal of Public Policy & Marketing, 44(3), 332-349. https://doi.org/10.1177/07439156241309874
Huang, M., & Rust, R. T. (2025). The GenAI Future of Consumer Research. Journal of Consumer Research, 52(1), 4-17. https://doi.org/10.1093/jcr/ucaf013
??güzar, S., Fendoglu, E., & ?im?ek, A. ?. (2024). Innovative Applications in Businesses: An Evaluation on Generative Artificial Intelligence. Amfiteatru Economic, 26(66), 511. https://doi.org/10.24818/ea/2024/66/511
Islam, T., Miron, A., Nandy, M., Choudrie, J., Liu, X., & Li, Y. (2024). Transforming Digital Marketing with Generative AI. Computers, 13(7), 168. https://doi.org/10.3390/computers13070168
Israfilzade, K., & Sadili, N. (2024). Beyond interaction: Generative AI in conversational marketing. Journal of Life Economics, 11(1), 13-29. https://doi.org/10.15637/jlecon.2294
Jain, P., Jain, P., & Jain, A. (2024). Marketing's crystal ball: Where we are and where we could soon be with generative artificial intelligence in marketing. Journal of Cultural Marketing Strategy, 8(2), 134. https://doi.org/10.69554/jdoc2249
Jäntti, J. (2025). Generative artificial intelligence in marketing: A customer journey based literature review. Aalto University. https://aaltodoc.aalto.fi/handle/123456789/142705
Jermakowicz, E. (2023). The Coming Transformative Impact of Large Language Models and Artificial Intelligence on Global Business and Education. Journal of Global Awareness, 4(2), 1-22. https://doi.org/10.24073/jga/4/02/03
Kaczorowska-Spychalska, D., Kotula, N., Mazurek, G., & Su?kowski, ?. (2024). Generative AI as source of change of knowledge management paradigm. Human Technology, 20(1), 131-154. https://doi.org/10.14254/1795-6889.2024.20-1.7
Kadi?-Maglajli?, S., Micevski, M., Arslanagi?-Kalajdži?, M., Temerak, M. S., Lee, N., Kabadayi, S., Bui, M., & Grewal, L. (2024). Unravelling the Dynamics of Customer Attachment to Service Firms and Frontline Employees. Research Portal Denmark, 610-612.
Kalaivani, M., Suganya, V., Suresh, N. V., & Catherine, S. (2025). The Next Wave in Marketing: Data Science in the Age of Generative AI (pp. 13-26). https://doi.org/10.1108/978-1-83608-298-920251002
Kanbach, D. K., Heiduk, L., Blueher, G., Schreiter, M., & Lahmann, A. (2023). The GenAI is out of the bottle: generative artificial intelligence from a business model innovation perspective. Review of Managerial Science, 18(4), 1189-1220. https://doi.org/10.1007/s11846-023-00696-z
Korzy?ski, P., Mazurek, G., Altmann, A., Ejdys, J., Kazlauskait?, R., Paliszkiewicz, J., Wach, K., & Ziemba, E. (2023). Generative artificial intelligence as a new context for management theories: analysis of ChatGPT. Central European Management Journal, 31(1), 3-13. https://doi.org/10.1108/cemj-02-2023-0091
Krugmann, J. O., & Hartmann, J. (2024). Sentiment Analysis in the Age of Generative AI. Customer Needs and Solutions, 11(1). https://doi.org/10.1007/s40547-024-00143-4
Kshetri, N., Dwivedi, Y. K., Davenport, T. H., & Panteli, N. (2023). Generative artificial intelligence in marketing: Applications, opportunities, challenges, and research agenda. International Journal of Information Management, 75, 102716. https://doi.org/10.1016/j.ijinfomgt.2023.102716
Kucharavy, A., Schillaci, Z. M., Maréchal, L., Würsch, M., Dolamic, L., Sabonnadiere, R., David, D. P., Mermoud, A., & Lenders, V. (2023). Fundamentals of Generative Large Language Models and Perspectives in Cyber-Defense. arXiv. https://doi.org/10.48550/arxiv.2303.12132
Kujore, V., Adebayo, A., Sambakiu, O., & Segbenu, B. S. (2025). Transformative role of generative AI in marketing content creation and brand engagement strategies. GSC Advanced Research and Reviews, 23(3), 1-11. https://doi.org/10.30574/gscarr.2025.23.3.0145
Kumar, V., Ashraf, A. R., & Nadeem, W. (2024). AI-powered marketing: What, where, and how? International Journal of Information Management, 77, 102783. https://doi.org/10.1016/j.ijinfomgt.2024.102783
Kumar, V., Kotler, P., Gupta, S., & Rajan, B. (2024). Generative AI in Marketing: Promises, Perils, and Public Policy Implications. Journal of Public Policy & Marketing, 44(3), 309-331. https://doi.org/10.1177/07439156241286499
L?z?roiu, G., & Rogalska, E. (2023). How generative artificial intelligence technologies shape partial job displacement and labor productivity growth. Oeconomia Copernicana, 14(3), 703-706. https://doi.org/10.24136/oc.2023.020
Li, J., Qu, L., Cai, T., Zhao, Z., Haldar, N. A. H., Krishna, A., Kong, X. (2025). AI-Generated Content in Cross-Domain Applications: Research Trends, Challenges and Propositions. arXiv. https://doi.org/10.48550/arxiv.2509.11151
Li, X., & Xiao, L. (2025). A Conceptual Framework for Exploring the Application of Generative AI in Content Marketing. Australasian Marketing Journal. https://doi.org/10.1177/14413582251390582
Majumdar, P. (2026). Structural Evolution and Strategic Imperatives of Leadership in the Age of Generative Artificial Intelligence. Zenodo. https://doi.org/10.5281/zenodo.18590922
MALIK-KOZ?OWSKA, B., & Koz?owski, R. (2025). Bridging the Experience Gap: Strategic Collaborations in the Age of Generative AI. Scientific Papers of Silesian University of Technology Organization and Management Series, 2025(217), 301-318. https://doi.org/10.29119/1641-3466.2025.217.18
Miquel, O., & Daniel, L.-F. (2025). Bridging the Hype and Reality of Generative AI: Insights from Real-World Enterprise Implementations. Econstor. https://hdl.handle.net/10419/331294
Mirwan, S. H., Ginny, P. L., Darwin, D., Ghazali, R., & Lenas, M. N. J. (2023). Using Artificial Intelligence (AI) in Developing Marketing Strategies. International Journal of Applied Research and Sustainable Sciences, 1(3), 225-238. https://doi.org/10.59890/ijarss.v1i3.896
Mishra, A. B. (2025). Role of Large Language Models (LLMs) & Generative AI in Marketing Strategy in current context. International Journal of Research Publication and Reviews, 6(9), 3225-3230. https://doi.org/10.55248/gengpi.6.0925.3460
Mohammed, R. (2026a). Commercial and Enterprise Implications of Generative AI in Modern Industries. Zenodo. https://doi.org/10.5281/zenodo.17811832
Mohammed, R. (2026b). Commercial and Enterprise Implications of Generative AI in Modern Industries. Zenodo. https://doi.org/10.5281/zenodo.17811831
Morales-Muñoz, A., Iniesta-Bonillo, M. Á., Estrella-Ramón, A., & Herrada-Lores, S. (2026). Artificial Intelligence and Consumer Behaviour in Social Media: Systematic Literature Review and Future Research Agenda. International Journal of Consumer Studies, 50(1). https://doi.org/10.1111/ijcs.70173
Moreno, J. G. S., Galan, D. C. B., Garizado, S. M., & Ruiz-Muñoz, J. F. (2024). Optimization of Marketing Strategies Employing LLMs: A Systematic Review. Lúmina, 25(2). https://doi.org/10.30554/lumina.v25.n2.5147.2024
Namazov, E. (2025). The Role of Generative AI in Strategic Business Management: Challenges and Opportunities. Scientific Research, 5(5), 136-139. https://doi.org/10.36719/2789-6919/45/136-139
Nguyen, K. M., Bui, T.-T., Pham, H. T., Nguyen, L., Pham, H. T., Gia, L. L., & Nguyen, N. T. (2025). Fostering employees' AI adoption in strategic marketing planning and decision making. Cognition Technology & Work. https://doi.org/10.1007/s10111-025-00838-1
Olutimehin, D. O., Ofodile, O. C., Ejibe, I., Odunaiya, O. G., & Soyombo, O. T. (2024). Implementing AI in Business Models: Strategies for Efficiency and Innovation. International Journal of Management & Entrepreneurship Research, 6(3), 863-877. https://doi.org/10.51594/ijmer.v6i3.940
Patil, A. H. (2026a). The Impact of Generative AI on Marketing Automation and Creative Innovation. Zenodo. https://doi.org/10.5281/zenodo.18358455
Patil, A. H. (2026b). The Impact of Generative AI on Marketing Automation and Creative Innovation. Zenodo. https://doi.org/10.5281/zenodo.18358454
Patil, D., Rane, N. L., & Rane, J. (2024a). Acceptance of ChatGPT and generative artificial intelligence in several business sectors. https://doi.org/10.70593/978-81-981367-8-7_5
Patil, D., Rane, N. L., & Rane, J. (2024b). Emerging and future opportunities with ChatGPT and generative artificial intelligence in various business sectors. https://doi.org/10.70593/978-81-981367-8-7_6
Patil, D., Rane, N. L., & Rane, J. (2024c). Enhancing resilience in various business sectors with ChatGPT and generative artificial intelligence. https://doi.org/10.70593/978-81-981367-8-7_4
Patil, D., Rane, N. L., & Rane, J. (2024d). Future directions for ChatGPT and generative artificial intelligence in various business sectors. https://doi.org/10.70593/978-81-981367-8-7_7
Prado, P. F. do, & Mantovani, D. M. N. (2025). Generative AI: capturing strategic value in businesses. Revista de Gestão, 32(3), 208-223. https://doi.org/10.1108/rege-02-2025-0026
Preciado-Ortiz, F. L., Jácome-Vélez, T. G., & Andrade-Díaz, K. V. (2024). Applications of generative artificial intelligence in the personalization of digital marketing strategies. Revista Científica Ciencia y Método, 2(2), 14-26. https://doi.org/10.55813/gaea/rcym/v2/n2/40
Rahman, A., Khan, M. A., Mahmud, F. U., Bishnu, K. K., Rahman, Md. A., Mridha, M. F., & Hossen, Md. J. (2026). A Systematic Literature Review on the Impact of Generative AI in Digital Marketing. Computers, Materials & Continua, 1-10. https://doi.org/10.32604/cmc.2026.071029
Rane, N. L. (2024). ChatGPT and similar generative artificial intelligence (AI) for smart industry. https://doi.org/10.61577/ibsm.2024.100002
Rane, N. L., Kaya, Ö., & Rane, J. (2024). Advancing industry 4.0, 5.0, and society 5.0 through generative artificial intelligence like ChatGPT. https://doi.org/10.70593/978-81-981271-8-1_7
Rikhi, D. (2024). AI Virtual Assistants in Human Services: Empowering Customers and Caseworkers. International Journal of Scientific Research in Engineering and Management, 8(11), 1-7. https://doi.org/10.55041/ijsrem37870
Robbert, K., Penn, C., & Wall, J. (2023). Use cases of large language models in marketing analytics. Applied Marketing Analytics, 9(3), 249. https://doi.org/10.69554/mcni7392
?ahin, O., & ?ahin, O. (2024). Generative Artificial Intelligence (GenAI) in Business: A Systematic Review on the Threshold of Transformation. Journal of Smart Systems Research, 5(2), 156-175. https://doi.org/10.58769/joinssr.1597110
Sahlool, N. (2024). Navigating the artificial intelligence frontier: Strategic imperatives for safeguarding brand integrity. Journal of Brand Strategy, 13(2), 123. https://doi.org/10.69554/uuxa3701
Sahoo, S., & Dutta, K. (2024). Boardwalk Empire: How Generative AI is Revolutionizing Economic Paradigms. arXiv. https://doi.org/10.48550/arxiv.2410.15212
Salih, S., Husain, O., Almohamedh, R. M., tajelsier, H., Hashim, A. H. A., Elshafie, H., & Motwakel, A. (2025). From ideation to execution: Unleashing the power of generative AI in modern digital marketing and customer engagement. Array, 29, 100630. https://doi.org/10.1016/j.array.2025.100630
Sarkar, A. (2026). From AI Hype to Workflow Reality: A Strategic Framework for Integrating Generative AI Across Organizational Functions. Organizational Dynamics, 55(1), 101202. https://doi.org/10.1016/j.orgdyn.2025.101202
Sedkaoui, S., & Benaichouba, R. (2024). Generative AI as a transformative force for innovation. European Journal of Innovation Management. https://doi.org/10.1108/ejim-02-2024-0129
Shen, Q., Hu, D., & Xie, H. (2025). Generative AI in Marketing Innovation: Applications and Research Outlook. Bulletin of National Natural Science Foundation of China, 39(5), 773-781. https://doi.org/10.3724/bnsfc-2025-0013
Shrivastav, S. K., Bag, S., Routray, S., & Gupta, S. (2026). Unveiling the Influence of Gen-AI Marketing on Customer Experience Through User-Generated Content Analysis. Thunderbird International Business Review. https://doi.org/10.1002/tie.70099
Sieja, M., & Wach, K. (2023). Revolutionary artificial intelligence or rogue technology? The promises and pitfalls of ChatGPT. Przedsi?biorczo?? Mi?dzynarodowa, 9(4), 101-115. https://doi.org/10.15678/ier.2023.0904.07
Sira, M. (2023). Generative AI Takes Centre Stage: Revolutionizing Productivity and Reshaping Industries. System Safety Human - Technical Facility - Environment, 5(1), 57-65. https://doi.org/10.2478/czoto-2023-0007
Smith, G. K. (2025). Strategic Integration of Generative AI: Opportunities, Challenges, and Organizational Impacts. Law Economics and Society, 1(1). https://doi.org/10.30560/les.v1n1p156
The Role of Generative Technology in the Marketing Revolution. (2025). In Advances in computational intelligence and robotics book series (pp. 1-18). IGI Global. https://doi.org/10.4018/979-8-3373-2518-7.ch001
Tran, H., & Murphy, P. J. (2023). Editorial: Generative artificial intelligence and entrepreneurial performance. Journal of Small Business and Enterprise Development, 30(5), 853-856. https://doi.org/10.1108/jsbed-09-2023-508
Varouchas, E. (2026). Executives' perspectives on the impact of generative AI in business: a qualitative study of strategic, ethical and organizational transformations. Journal of Science and Technology Policy Management, 1-34. https://doi.org/10.1108/jstpm-10-2025-0493
Wahid, R., Mero, J., & Ritala, P. (2023). Editorial: Written by ChatGPT, illustrated by Midjourney: generative AI for content marketing. Asia Pacific Journal of Marketing and Logistics, 35(8), 1813-1822. https://doi.org/10.1108/apjml-10-2023-994
Wen, Y., & Laporte, S. (2024). Experiential Narratives in Marketing: A Comparison of Generative AI and Human Content. Journal of Public Policy & Marketing, 44(3), 392-410. https://doi.org/10.1177/07439156241297973
Wiputra, R., Rafindio, M., Kurniawan, A. R., & Rahardjo, A. R. (2024). Exploring the Impact of Generative AI on Customer Engagement in Digital Marketing. https://doi.org/10.1109/icic64337.2024.10956926
Wishah, R., Al-Sukkar, A. S., Dannoun, Z. O., Gaafreh, J. A., Qaimary, S., & Rawashdeh, L. (2026). Impact of generative AI on marketing innovation and business growth challenges and opportunities in the digital economy. Heritage and Sustainable Development, 8(1), 299-310. https://doi.org/10.37868/hsd.v8i1.1714
Yafei, X., Wu, Y., Song, J., Gong, Y., & Lianga, P. (2024). Generative AI in Industrial Revolution: A Comprehensive Research on Transformations, Challenges, and Future Directions. Journal of Knowledge Learning and Science Technology, 3(2), 11-20. https://doi.org/10.60087/jklst.vol.3n2.p20
Ye, Y., Zhang, Z., Ma, T., Wang, Z., Li, Y., Hou, S., Sun, W. (2025). LLMs4All: A Systematic Review of Large Language Models Across Academic Disciplines. arXiv. https://doi.org/10.48550/arxiv.2509.19580
Yin, S. (2026). Editorial: The changing landscape of marketing research in the AI era: prospects and challenges. Journal of Research in Interactive Marketing, 20(1), 1-10. https://doi.org/10.1108/jrim-02-2026-766
Zouaghi, I., & Wamba, S. F. (2026). Business transformation in the age of generative AI: from strategy to societal impact. International Journal of Generative Artificial Intelligence in Business, 1, 238-262. https://doi.org/10.1504/ijgaib.2026.151813
????????, ?. (2024). Leveraging Generative AI: Strategic Adoption Patterns for Enterprises. Modeling the Development of the Economic Systems, 1, 201-207. https://doi.org/10.31891/mdes/2024-11-29
Youyu, X., & Al-haimi, B. (2026). A Review on Generative AI in Digital Marketing: Transforming Customer Engagement and Firm Performance. International Journal of Academic Research in Economics and Management Sciences, 15(2), 336–353.
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