International Journal of Business, Management and Economics
Vol. 7 No. 4 (2026): International Journal of Business, Management and Economics

Examining the Pathways from Digital Marketing and AI Personalization to Brand Loyalty: Mediating Mechanisms Brand Trust and Brand Experience

Ika Tirta Candra Rini (Sekolah Tinggi Ilmu Bisnis Kumala Nusa)
Dinda Sukmaningrum (Amikom University Yogyakarta)



Article Info

Publish Date
01 Nov 2026

Abstract

The development of digital technology has fundamentally changed marketing worldwide. Modern marketing is a dynamic and multifaceted discipline that integrates traditional methods with cutting-edge technology to attract customers, foster brand loyalty, and increase revenue. However, integrating artificial intelligence (AI) into marketing has created a gap in the research literature on how AI tools affect brand development processes, such as brand loyalty. The present study examines the effects of Digital Marketing and AI Personalization on Brand Loyalty, with Brand Trust and Brand Experience as mediating variables. The research method uses a quantitative approach with purposive sampling. The study used Partial Least Squares Structural Equation Modeling (PLS-SEM) to analyze data from 310 respondents who are active users of e-commerce platforms in Indonesia and have used AI features. The results support all direct-effect hypotheses: Digital Marketing positively and significantly affects Brand Trust and Brand Experience; AI Personalization positively affects Brand Trust and Brand Experience; and Brand Trust and Brand Experience positively affect Brand Loyalty. All mediation hypotheses were supported with partial mediation, indicating that Brand Trust and Brand Experience are significant transmission mechanisms. This research theoretically combines SOR and TAM models into a comprehensive empirical model. In practice, e-commerce enterprises should design informative, interactive digital marketing strategies and ensure AI personalization aligns with principles of relevance, transparency, and ease of use to build long-term customer loyalty.  

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Journal Info

Abbrev

ijbmer

Publisher

Subject

Economics, Econometrics & Finance Social Sciences

Description

International Journal of Business, Management & Economics Research (IJBMER) is a peer-reviewed journal which publishes original research papers. IJBMER has been published since 2020. It is currently published quarterly (February, May, August and November). e-ISSN: 2746-1351. The Digital Object ...