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Should your brand hire virtual influencers? How realism and gender presentation shape trust and purchase intentions

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  • Diwanji, Vaibhav Shwetangbhai

Abstract

Virtual influencers (VIs), a natural progression in the AI gold rush in marketing, are becoming increasingly humanlike thanks to the advancements in generative-AI and natural language processing (NLP). This study (NÂ =Â 710), guided by an integrated framework combining the Technology Acceptance Model (TAM), Parasocial Relationships (PSR), and Extended Privacy Calculus Model (EPCM), explores how perceived realism (form and behavioral) of VIs influences consumers' trust, brand attitudes, and purchase intentions, with gender presentation moderating these effects. Findings reveal that form (visual) realism boosts perceived usefulness, while behavioral (communication) realism enhances perceived ease-of-use. These functional affordances, along with social factors (presence, cognition, enjoyment), influence trust in VIs. Privacy concerns negatively shape trust, which, in turn, impacts purchase intentions through brand attitudes. These effects are stronger for male VIs. Findings support the PSR-based perspective, highlighting that consumers treat VIs as social actors and apply human social norms in brand-specific interactions.

Suggested Citation

  • Diwanji, Vaibhav Shwetangbhai, 2026. "Should your brand hire virtual influencers? How realism and gender presentation shape trust and purchase intentions," Journal of Retailing and Consumer Services, Elsevier, vol. 88(C).
  • Handle: RePEc:eee:joreco:v:88:y:2026:i:c:s096969892500270x
    DOI: 10.1016/j.jretconser.2025.104491
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    1. Erik Hermann, 2022. "Leveraging Artificial Intelligence in Marketing for Social Good—An Ethical Perspective," Journal of Business Ethics, Springer, vol. 179(1), pages 43-61, August.
    2. Sreen, Naman & Purbey, Shankar & Sadarangani, Pradip, 2018. "Impact of culture, behavior and gender on green purchase intention," Journal of Retailing and Consumer Services, Elsevier, vol. 41(C), pages 177-189.
    3. Pizzi, Gabriele & Scarpi, Daniele, 2020. "Privacy threats with retail technologies: A consumer perspective," Journal of Retailing and Consumer Services, Elsevier, vol. 56(C).
    4. Thomas Davenport & Abhijit Guha & Dhruv Grewal & Timna Bressgott, 2020. "How artificial intelligence will change the future of marketing," Journal of the Academy of Marketing Science, Springer, vol. 48(1), pages 24-42, January.
    5. Sands, Sean & Ferraro, Carla & Demsar, Vlad & Chandler, Garreth, 2022. "False idols: Unpacking the opportunities and challenges of falsity in the context of virtual influencers," Business Horizons, Elsevier, vol. 65(6), pages 777-788.
    6. Fred D. Davis & Richard P. Bagozzi & Paul R. Warshaw, 1989. "User Acceptance of Computer Technology: A Comparison of Two Theoretical Models," Management Science, INFORMS, vol. 35(8), pages 982-1003, August.
    7. Inman, J. Jeffrey & Nikolova, Hristina, 2017. "Shopper-Facing Retail Technology: A Retailer Adoption Decision Framework Incorporating Shopper Attitudes and Privacy Concerns," Journal of Retailing, Elsevier, vol. 93(1), pages 7-28.
    8. Jbid Arsenyan & Agata Mirowska, 2021. "Almost human? A comparative case study on the social media presence of virtual influencers," Post-Print hal-05176250, HAL.
    9. Tamara Dinev & Paul Hart, 2006. "An Extended Privacy Calculus Model for E-Commerce Transactions," Information Systems Research, INFORMS, vol. 17(1), pages 61-80, March.
    10. Vishal K. Gupta & Daniel B. Turban & S. Arzu Wasti & Arijit Sikdar, 2009. "The Role of Gender Stereotypes in Perceptions of Entrepreneurs and Intentions to Become an Entrepreneur," Entrepreneurship Theory and Practice, , vol. 33(2), pages 397-417, March.
    11. Fuller, Christie M. & Simmering, Marcia J. & Atinc, Guclu & Atinc, Yasemin & Babin, Barry J., 2016. "Common methods variance detection in business research," Journal of Business Research, Elsevier, vol. 69(8), pages 3192-3198.
    12. Jang, Haneul & Jin, Eunjoo & Bright, Laura & Wilcox, Gary, 2023. "Sponsored by a robot? How the human likeness of virtual influencers influences purchase intentions towards sponsored products," Journal of AI, Robotics & Workplace Automation, Henry Stewart Publications, vol. 2(3), pages 215-227, March.
    13. Song, Xiaobing & Lu, Yi & Yang, Qiang, 2024. "The negative effect of virtual endorsers on brand authenticity and potential remedies," Journal of Business Research, Elsevier, vol. 185(C).
    14. Ogonowski, Andrzej & Montandon, Andrew & Botha, Elsamari & Reyneke, Mignon, 2014. "Should new online stores invest in social presence elements? The effect of social presence on initial trust formation," Journal of Retailing and Consumer Services, Elsevier, vol. 21(4), pages 482-491.
    15. Vinoi, Nivin & Shankar, Amit & Agarwal, Reeti & Alghafes, Rsha, 2025. "Revolutionizing retail: The transformative power of service robots on shopping dynamics," Journal of Retailing and Consumer Services, Elsevier, vol. 82(C).
    16. Taewon Suh & Rick T. Wilson & Seungtae On, 2023. "Gender difference in visual attention to digital content of place-based advertising: a data-driven scientific approach," Electronic Commerce Research, Springer, vol. 23(2), pages 877-897, June.
    17. Dabiran, Ehsan & Farivar, Samira & Wang, Fang & Grant, Gerald, 2024. "Virtually human: anthropomorphism in virtual influencer marketing," Journal of Retailing and Consumer Services, Elsevier, vol. 79(C).
    Full references (including those not matched with items on IDEAS)

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