2026. Artificial intelligence in marketing analysis and predictive modeling of consumer behavior: an empirical case study using machine learning. ESMAT Magazine. 18, 2 (Sep. 2026), 1–26. DOI:https://doi.org/10.29327/270098.19.2-17.