2025. Exploring  The  Impact  Of  AI-Driven  Marketing Personalization On Consumer Trust And Brand Loyalty:A Qualitative Study Of Emerging Digital Businesses. Annual Methodological Archive Research Review. 3, 12 (Dec. 2025), 17–30. DOI:https://doi.org/10.5281/zenodo.17930164.