ARTIFICIAL INTELLIGENCE IN DIGITAL MARKETING

Abstract

This scientific article is devoted to an in-depth study of the role, potential, and prospects for the application of artificial intelligence in the development of modern digital marketing. The paper substantiates that digital marketing is undergoing a fundamental transformation, shifting from traditional mass advertising models to data-driven, customer-centric strategies based on the processing and analysis of large volumes of structured and unstructured data. Artificial intelligence is considered a key technological driver of these changes. The article examines modern artificial intelligence tools used in digital marketing and analyzes their impact on the automation of marketing processes, the improvement of analytical accuracy, and the formation of personalized consumer experiences. Particular attention is paid to the integration of machine learning algorithms, natural language processing technologies, and generative artificial intelligence into enterprise marketing activities. The study highlights the role of AI in predictive analytics, customer behavior forecasting, dynamic content generation, recommendation systems, chatbots, and virtual assistants, which significantly enhance the efficiency of interaction with target audiences.

The advantages of using artificial intelligence in the processes of hyper-personalization of marketing communications, optimization of advertising campaigns, and real-time decision-making are emphasized. At the same time, the paper critically analyzes the key challenges and limitations associated with the implementation of AI in digital marketing. These include issues of data privacy and cybersecurity, ethical concerns, algorithmic bias, transparency of automated decision-making, and the lack of a unified and comprehensive regulatory framework governing the use of artificial intelligence technologies.

Based on the analysis of current scientific research and practical business cases, the article identifies the main trends in the further development of digital marketing, including the expansion of hyper-personalization, the growing importance of voice and visual search technologies, and the increasing share of content generated by artificial intelligence. The study concludes that the effective, ethical, and responsible implementation of artificial intelligence tools is a critical prerequisite for enhancing enterprise competitiveness and ensuring sustainable development in the digital economy.