Digital Promotional Media and AI-Enhanced Marketing: An Integrative Analysis of The Impact on Satisfaction and Loyalty in Millennial - Gen Z Behavior in E-Commerce
DOI:
https://doi.org/10.61402/sajmr.v3i4.528Keywords:
Digital promotional media, AI-enhanced market, customer satisfaction and loyalty, Millennial–Gen Z, e- commerceAbstract
This study investigates the role of digital promotional media and AI-enhanced marketing in influencing customer satisfaction and loyalty among Millennial and Gen Z e-commerce consumers. An integrative framework was developed by extending the digital marketing mix and incorporating AI-driven personalization as a core strategic enabler. Using a quantitative cross-sectional design, data were collected from 364 active online shoppers across Indonesia’s major e-commerce platforms. Structural analysis reveals that both digital promotional media and AI-enhanced marketing significantly shape customer satisfaction, which, in turn, strongly predicts customer loyalty. Satisfaction is confirmed as a partial mediator. The findings indicate that targeted digital campaigns, dynamic promotions, and AI-based recommendations play a crucial role in shaping the purchasing experiences of younger digital-native consumers. The study offers theoretical insights for digital marketing integration and practical implications for e-commerce platform managers seeking to enhance retention through intelligent, data-driven promotional strategies.
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References
Abdullah, M. S. (2025). Examining the effect of AI-powered personalization on customer loyalty: A meta-analysis of e-commerce studies. Review of Applied Science and Technology, 4(2), 309–338. https://doi.org/10.63125/780spe97
Adawiyah, S. R., Purwandari, B., Eitiveni, I., & Purwaningsih, E. H. (2024). The influence of AI and AR technology in personalized recommendations on customer usage intention: A case study of cosmetic products on Shopee. Applied Sciences, 14(13), 5786. https://doi.org/10.3390/app14135786
Hassan, N., Abdelraouf, M., & El-Shihy, D. (2025). The moderating role of personalized recommendations in the trust–satisfaction–loyalty relationship: An empirical study of AI- driven e-commerce. Future Business Journal, 11, Article 66. https://doi.org/10.1186/s43093- 025-00476-z
Panya, N. (2024). AI-powered personalization capability, customer satisfaction and customer loyalty: Evidence from beauty and personal care industry in Thailand. Journal of Management Science Chiang Rai Rajabhat University.
Ramadhan, F. R., & Nugraha, B. S. P. (2025). Pengaruh Flash Sale dan Gratis Ongkir terhadap Impulse Buying dengan Dimediasi oleh Hedonic Shopping pada Toko Online Shopee pada Gen Z di Yogyakarta. Community Engagement and Emergence Journal (CEEJ). https://doi.org/10.37385/ceej.v6i4.8985
Jonathan, J. (2025). Strategi Pemasaran Flash Sale dalam Meningkatkan Efektivitas Digital Marketing. MOSAIC (Multidisciplinary Observations, Studies and Integrated Contexts). https://doi.org/10.1234/mosaic.v1i2.97
Meidin, A., & Sriyanto, A. (2025). Pengaruh Layanan Paylater, Promo Gratis Ongkir, dan Flash Sale terhadap Keputusan Pembelian pada Konsumen Marketplace Lazada di Kabupaten Bandung. Jurnal Penelitian Ekonomi Manajemen dan Bisnis. (E-Jurnal Politeknik Pratama)
Zakiyah, M. I., Mustaqim, M., & Violita, C. E. (2025). Pengaruh Live Streaming, Flash Sale, dan Double Days Promotion terhadap Impulsive Buying pada Pengguna TikTok Shop. Jurnal Lentera Bisnis. https://doi.org/10.34127/jrlab.v14i2.1450
Khovifah, V. N., & Kurniawan, D. A. (2025). Pengaruh Live Shopping dan Flash Sale terhadap Impulsive Buying Produk Fashion di TikTok Shop pada Generasi Z. JURNAL
PARADIGMA : Journal of Sociology Research and Education.
https://doi.org/10.53682/jpjsre.v6i1.11530
Sipos, D. (2025). The effects of AI-powered personalization on consumer trust, satisfaction, and purchase intent. European Journal of Applied Science, Engineering and Technology,
3(2). https://doi.org/10.59324/ejaset.2025.3(2).02
IBM SPSS Software, https://www.ibm.com/analytics/ spss-statistics-software. accessed on August 28, 2018.
Hride, M. A., Ferdousi, S., & Jasimuddin, S. M. (2021). Linking perceived price fairness, customer satisfaction, trust, and loyalty: A structural equation. https://doi.org/10.31539/costing.v8i3.15481 modeling of Facebook- based e-commerce in Bangladesh. Journal of Retailing and Consumer Services, 63, 102731. https://doi.org/10.1016/j.jretconser.2021.102731
Hair, J. F., Hult, G. T. M., Ringle, C. M., & Sarstedt, M. (2021). SmartPLS and SPSS-based multivariate data analysis: A practical guide to advanced research methods. Sage Publications DOI:. 10.1007/978-3-319- 05542-8_15-2
Cuesta‑Valiño, P., Ramchandani, G., & others. (2021). Concept of Loyalty and its Main Antecedents in Sport Organizations: A Systematic Analysis Review. Frontiers in Psychology, 12: 783781. https://doi.org/10.3389/fpsyg.2021.783781
Abboud, S., Hanna, E., Jeunen, O., Raheja, V., & Wheeler, S. (2025). Agentic Personalisation of Cross‑Channel Marketing Experience. https://doi.org/10.48550/arXiv.2506.16429
Peta and comerce Indonesia. https://iprice.co.id/insights/mapofecommerce/
Wardhana, A. (2024). Consumers’ true brand loyalty: The central role of commitment. Journal of Marketing.
https://doi.org/10.1080/096525498346577
Shukla, A., Mishra, A. &Dwivedi, Y.K. (2025). Expectation Confirmation Theory:A Review. In.s Papagiangidis (Ed). Theoryhub.book. http://open.ncl.ac.uk/issbn:9781739604400.
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