2025. THE ROLE OF AI-DRIVEN PERSONALIZATION IN SHAPING CONSUMER LOYALTY IN E-COMMERCE. Management Studies and Business Journal (PRODUCTIVITY). 2, 4 (Apr. 2025), 2374–2388. DOI:https://doi.org/10.62207/xbvh6t64.