Peran kepercayaan dalam memediasi dampak konten afiliasi TikTok terhadap niat membeli secara digital
DOI:
https://doi.org/10.37631/ebisma.v7i1.2335Keywords:
Konten Affiiasi, Kecerdasan Buatan, Kepercayaan, Niat Beli, TikTokAbstract
The rise of artificial intelligence (AI)-generated affiliate content on TikTok raises an unanswered question: to what extent can such content build user trust and drive purchase intention. This study examines the role of AI-produced affiliate content on Generation Z's purchase intention, with trust as a mediating variable, focusing on the TikTok account @OctapoLab.AI. A total of 149 Generation Z TikTok users in Surabaya were selected through purposive sampling and analyzed using PLS-SEM with SmartPLS 3. All four hypotheses were supported: AI-produced affiliate content had a positive and significant effect on trust (β = 0.547; T = 6.270; p < 0.001); trust had a positive and significant effect on purchase intention (β = 0.498; T = 7.507; p < 0.001); AI-produced affiliate content also positively and significantly influenced purchase intention (β = 0.367; T = 4.050; p < 0.001); and trust partially mediated the relationship between the two (β = 0.272; T = 4.119; p < 0.001). These findings indicate that accurate and consistent information quality can build consumer trust in AI-produced affiliate content. Digital creators are encouraged to prioritize information quality when designing AI-based affiliate strategies.
References
Alkhalifah, A. (2022). Exploring Trust Formation and Antecedents in Social Commerce. Frontiers in Psychology, 12(January), 1–21. https://doi.org/10.3389/fpsyg.2021.789863
APJII. (2024). Jumlah Pengguna Internet Indonesia Tembus 221 Juta Orang. https://apjii.or.id/berita/d/apjii-jumlah-pengguna-internet-indonesia-tembus-221-juta-orang
Azmi, N., Afriyani, T., & Kurniaty, D. (2025). The Influence of TikTok Affiliate Digital Marketing Strategy on Generation Z Purchase Intentions in Jakarta, Indonesia. Golden Ratio of Marketing and Applied Psychology of Business, 5(1), 168–184. https://doi.org/10.52970/grmapb.v5i1.891
Baek, T. H., Kim, J., & Kim, J. H. (2024). Effect Of Disclosing AI-Generated Content On Prosocial Advertising Evaluation. International Journal of Advertising, 45(1), 171–192. https://doi.org/10.1080/02650487.2024.2401319
Balqis, F., & Saroso, D. S. (2024). The Influence of Social Commerce Construct on Social Shopping Intention: The Mediating Effects of Customers’ Trust. International Research Journal of Innovations in Engineering and Technology, 08(08), 01–09. https://doi.org/10.47001/IRJIET/2024.808001
Bougie, Roger., & Sekaran, Uma. (2020). Research Methods For Business: A Skill-Building Approach. John Wiley & Sons, Inc.
Brüns, J. D., & Meißner, M. (2024). Do You Create Your Content Yourself? Using Generative Artificial Intelligence For Social Media Content Creation Diminishes Perceived Brand Authenticity. Journal of Retailing and Consumer Services, 79(March), 103790. https://doi.org/10.1016/j.jretconser.2024.103790
Burhanudin, B., & Puspita, H. M. (2023). The Role Of Trust In Social Commerce Site In Purchasing Behavior On TikTok Shop Indonesia. Jurnal Manajemen Bisnis Dan Kewirausahaan. https://doi.org/https://doi.org/10.24912/jmbk.v7i6.27271
Cao, T., & Nguyen, T. H. (2025). The Impact Of TikTok Advertising Content On Purchase Intention: The Roles Of Brand Awareness, Brand Image, Age, And Income Groups. Asia Pacific Journal of Marketing and Logistics, 1–18. https://doi.org/10.1108/APJML-11-2024-1700
Chusnaini, A., Rasyid, R. A., Anshori, Y., Hadi, H. K., Fachmi, M., Amelia, R., Thahirrah, N. N., & Kharisma, F. (2025). Modeling Gen Z Engagement in Gamified Ecommerce: a Partial Octalysis-Based Informatics Approach. 1–6. https://doi.org/10.1109/icitri67507.2025.11232855
Cohen, Jacob. (1988). Statistical Power Analysis For The Behavioral Sciences. L. Erlbaum Associates.
FastMoss. (2025). Analisis influencer TikTok: OctapoLab.AI. https://www.fastmoss.com/id/influencer/detail/7496531156143080456
Fornell, C., & Larcker, D. F. (1981). Evaluating Structural Equation Models with Unobservable Variables and Measurement Error. In Source: Journal of Marketing Research (Vol. 18, Number 1).
Grewal, D., Satornino, C. B., Davenport, T., & Guha, A. (2025). How Generative AI Is Shaping The Future Of Marketing. Journal of the Academy of Marketing Science, 53(3), 702–722. https://doi.org/10.1007/s11747-024-01064-3
Hadi, A. S., Sentosa, I., & Ab Wahid, R. (2022). Proposing a new framework of entrepreneurial education and intention in Indonesia: the modified theory of planned behaviour. Journal of World Economy Transformations & Transitions, 2(4).
Hadi, A. S. (2025). The influence of marketing mix on repurchase intention for eco-friendly products among university students in Indonesia. PHINISI, 22-32.
Hair, J. F. ., Hult, G. T. M. ., Ringle, C. M. ., & Sarstedt, Marko. (2022). A Primer On Partial Least Squares Structural Equation Modeling (PLS-SEM). SAGE Publications, Inc.
Hardianawati. (2023). Affiliated Marketing Content in Shopee Through Tiktok Media on Purchase Decisions. Revista de Gestão Social e Ambiental, 17(4), e03473. https://doi.org/10.24857/rgsa.v17n4-025
Hulland, J. (1999). Use Of Partial Least Squares (PLS) In Strategic Management Research: A Review Of Four Recent Studies. In Strategic Management Journal Strat. Mgmt. J (Vol. 20).
Huo, C., Wang, X., Sadiq, M. W., & Pang, M. (2023). Exploring Factors Affecting Consumer’s Impulse Buying Behavior in Live-Streaming Shopping: An Interactive Research Based Upon SOR Model. SAGE Open, 13(2), 1–15. https://doi.org/10.1177/21582440231172678
Kemp, S. (2024). Digital 2024: Indonesia. https://datareportal.com/reports/digital-2024-indonesia
Li, H., & See-To, E. W. K. (2024). Source Credibility Plays The Central Route: An Elaboration Likelihood Model Exploration In Social Media Environment With Demographic Profile Analysis. Journal of Electronic Business & Digital Economics, 3(1), 36–60. https://doi.org/10.1108/JEBDE-10-2022-0038
Luo, C., Hasan, N. A. M., Zamri bin Ahmad, A. M., & Lei, G. (2025). Influence Of Short Video Content On Consumers Purchase Intentions On Social Media Platforms With Trust As A Mediator. Scientific Reports, 15(1), 16605. https://doi.org/10.1038/s41598-025-94994-z
Mayer, R. C., & Davis, J. H. (1995). An Integrative Model Of Organizational Trust. (3).
Mehrabian, Albert., & Russell, J. A. . (1976). An Approach To Environmental Psychology. M.I.T. Press.
Momentum Works. (2025). TikTok Shop In The U.S. Achieves Explosive Growth In 2024, Surpassing US$9 Billion GMV [Press Release]. https://thelowdown.momentum.asia/press-release-tiktok-shop-in-the-u-s-achieves-explosive-growth-in-2024-surpassing-us9-billion-gmv/
Mustak, M., Salminen, J., Mäntymäki, M., Rahman, A., & Dwivedi, Y. K. (2023). Deepfakes: Deceptions, Mitigations, And Opportunities. Journal of Business Research, 154(October 2022), 113368. https://doi.org/10.1016/j.jbusres.2022.113368
Nakayama, K., Sale, C. J., Iglesias, R. J., & Moreno, D. E. (2023). The Mediating Effect of Online Trust on the Relationship of Consumer Engagement to Purchase Intention of Gen Z: The Case of TikTok Shop Cues. 2023 7th International Conference on Business and Information Management (ICBIM), 15–20. https://doi.org/10.1109/ICBIM59872.2023.10303195
Onofrei, G., Filieri, R., & Kennedy, L. (2022). Social Media Interactions, Purchase Intention, and Behavioural Engagement: The Mediating Role Of Source and Content Factors. Journal of Business Research, 142, 100–112. https://doi.org/10.1016/j.jbusres.2021.12.031
Putri, N., Prasetya, Y., Handayani, P. W., & Fitriani, H. (2024). TikTok Shop: How Trust And Privacy Influence Generation Z’s Purchasing Behaviors. Cogent Social Sciences, 10(1). https://doi.org/10.1080/23311886.2023.2292759
Rebecca. (2026). Laporan Pasar Social Commerce Indonesia: Ukuran Pangsa Pasar,Pendorong Pertumbuhan,Tren,Peluang & Prakiraan 2025–2030. https://www.kenresearch.com/indonesia-social-commerce-market
Rumangkit, S., Pradana, H. A., & Hadi, A. S. (2024). The Impact of Artificial Intelligence Influencers on Purchase Intention. In 2024 9th International Conference on Business and Industrial Research (ICBIR) (pp. 0873-0878). IEEE.
Rumangkit, S., Pradhani, R. A., Husin, H., Sentosa, I., & Hadi, A. S. (2025). Leveraging Artificial Intelligence and Smart Information Systems to Enhance Tourist Advocacy. In 2025 International Conference on Information Management and Technology (ICIMTech) (pp. 300-305). IEEE.
Septyadi, M. A. K., Salamah, M., & Nujiyatillah, S. (2022). Keputusan Pembelian Dan Minat Beli Konsumen Pada Smartphone: Harga Dan Promosi. … Pendidikan Dan Ilmu …, 3(1), 301–313. https://doi.org/https://doi.org/10.38035/jmpis.v3i1
Staller, K. M. (2021). Big Enough? Sampling In Qualitative Inquiry. Qualitative Social Work, 20(4), 897–904. https://doi.org/10.1177/14733250211024516
Wang, J., Shahzad, F., Ahmad, Z., Abdullah, M., & Hassan, N. M. (2022). Trust and Consumers’ Purchase Intention in a Social Commerce Platform: A Meta-Analytic Approach. SAGE Open, 12(2). https://doi.org/10.1177/21582440221091262
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