Article Open Access http://dx.doi.org/10.26855/acc.2025.10.016
Research on Intelligent Marketing Strategy Optimization Based on Generative AI and User Behavior Prediction
Jiazhen Zhu
Stern School of Business, NYU, New York, NY 10012, USA.
*Corresponding author: Jiazhen Zhu
Published: November 5,2025
Abstract
With the acceleration of digital transformation, traditional marketing methods can no longer meet the needs of enterprises. Generative artificial intelligence (AI) and user behavior prediction offer new opportunities for smart marketing. This study explores how the combination of these two technologies can optimize marketing strategies by analyzing the theoretical foundations of generative AI and user behavior prediction. Through the case study of Brand A, an optimized path based on data collection, behavior analysis, personalized recommendations, and dynamic feedback is proposed. The results show that the combination of these technologies significantly improves marketing accuracy and execution, particularly in terms of enhancing user experience and conversion rates, providing important references for practical applications in the field of smart marketing.
Keywords
Artificial Intelligence; User Behavior; Marketing Strategy; Smart Optimization
References
[1] Zhang G. Exploring the enterprise marketing strategy innovation in the era of big data. Acad J Bus Manag. 2024;6(11).
[2] Ejjami R. Launching AI marketing solutions for small and medium enterprises in Morocco: a teaching case study. Int J Teach Case Stud. 2024;14(3):276-92.
[3] Fang W. Analysis of Home Furnishing Marketing Based on Internet of Things in the Intelligent Environment. Int J Ambient Comput Intell. 2024;15(1):1-16.
[4] Computational NAI. Retracted: Variational Fuzzy Neural Network Algorithm for Music Intelligence Marketing Strategy Optimization. Comput Intell Neurosci. 2023;2023:9848521.
[5] Behúnová A, Zemanová L, Behún M. Design of an Intelligent Application Using a Genetic Algorithm to Determine the Structure and Sales Volumes of Customized Products. Mob Netw Appl. 2022;28(4):1325-33.
[6] Hua L. Smart Product Marketing Strategy in a Cloud Service Wireless Network Based on SWOT Analysis. Wirel Commun Mob Comput. 2022;2022:7539860.
[7] Juan S. Variational Fuzzy Neural Network Algorithm for Music Intelligence Marketing Strategy Optimization. Comput Intell Neurosci. 2022;2022:9051058.
[8] Spais G, Phau I, Jain V. AI marketing and AI-based promotions impact on consumer behavior and the avoidance of consumer autonomy threat. J Consum Behav. 2023;23(3):1053-6.
How to cite this paper
Research on Intelligent Marketing Strategy Optimization Based on Generative AI and User Behavior Prediction
How to cite this paper: Jiazhen Zhu. (2025) Research on Intelligent Marketing Strategy Optimization Based on Generative AI and User Behavior Prediction. Advances in Computer and Communication, 6(4), 250-255.
DOI: http://dx.doi.org/10.26855/acc.2025.10.016