Tech

Abstract The article analyzes the transformational role of artificial intelligence (AI) in reshaping digital marketing strategies. The key areas of application are examined: customer behavior analytics, content personalization, advertising campaign optimization, and audience interaction automation. Particular attention is paid to predictive analytics and generative AI as tools for increasing engagement and improving return on investment […]