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A Bibliometric Analysis of Virtual Influencers as a Trend in Digital Marketing: Insights from WOS

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26 juil. 2025
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Angmo, P., & Mahajan, R. (2024). Virtual influencer marketing: A study of millennials and gen Z consumer behaviour. Qualitative Market Research, 27(2): 280–300. https://doi.org/10.1108/QMR-01-2023-0009 AngmoP. MahajanR. 2024 Virtual influencer marketing: A study of millennials and gen Z consumer behaviour Qualitative Market Research 27 2 280 300 https://doi.org/10.1108/QMR-01-2023-0009 Search in Google Scholar

Appel, G., Grewal, L., Hadi, R., & Stephen, A. T. (2020). The future of social media in marketing. Journal of the Academy of Marketing Science, 48(1): 79–95. https://doi.org/10.1007/s11747-019-00695-1 AppelG. GrewalL. HadiR. StephenA. T. 2020 The future of social media in marketing Journal of the Academy of Marketing Science 48 1 79 95 https://doi.org/10.1007/s11747-019-00695-1 Search in Google Scholar

Arsenyan, J., & Mirowska, A. (2021). Almost human? A comparative case study on the social media presence of virtual influencers. International Journal of Human-Computer Studies, 155. https://doi.org/10.1016/j.ijhcs.2021.102694 ArsenyanJ. MirowskaA. 2021 Almost human? A comparative case study on the social media presence of virtual influencers International Journal of Human-Computer Studies 155 https://doi.org/10.1016/j.ijhcs.2021.102694 Search in Google Scholar

Awdziej, M., Plata-Alf, D., & Tkaczyk, J. (2022). Real or Not, Doesn't Matter, As Long As You Are Hot: Exploring the Perceived Credibility of an Instagram Virtual Influencer. In M. Awdziej & J. Tkaczyk (Eds.), Extending Boundaries: The Impact of the Digital World on Consumers and Marketing (pp. 33–46). Kozminski Univ. AwdziejM. Plata-AlfD. TkaczykJ. 2022 Real or Not, Doesn't Matter, As Long As You Are Hot: Exploring the Perceived Credibility of an Instagram Virtual Influencer In AwdziejM. TkaczykJ. (Eds.), Extending Boundaries: The Impact of the Digital World on Consumers and Marketing 33 46 Kozminski Univ Search in Google Scholar

Barbosa, B. (2024). Virtual Influencers: A Bibliometric Analysis. In: Using Influencer Marketing as a Digital Business Strategy (pp. 163–188). IGI Global. https://doi.org/10.4018/979-8-3693-0551-5.ch008 BarbosaB. 2024 Virtual Influencers: A Bibliometric Analysis In: Using Influencer Marketing as a Digital Business Strategy 163 188 IGI Global https://doi.org/10.4018/979-8-3693-0551-5.ch008 Search in Google Scholar

Belanche, D., Casalo, L., V., & Flavian, M. (2024). Human versus virtual influences, a comparative study. Journal of Business Research, 173. https://doi.org/10.1016/j.jbusres.2023.114493 BelancheD. CasaloL. V. FlavianM. 2024 Human versus virtual influences, a comparative study Journal of Business Research 173 https://doi.org/10.1016/j.jbusres.2023.114493 Search in Google Scholar

Chiu, C. L., & Ho, H.-C. (2023). Impact of Celebrity, Micro-Celebrity, and Virtual Influencers on Chinese Gen Z's Purchase Intention Through Social Media. Sage Open, 13(1). https://doi.org/10.1177/21582440231164034 ChiuC. L. HoH.-C. 2023 Impact of Celebrity, Micro-Celebrity, and Virtual Influencers on Chinese Gen Z's Purchase Intention Through Social Media Sage Open 13 1 https://doi.org/10.1177/21582440231164034 Search in Google Scholar

Choi, M., Choi, Y., & Lee, H. (2023). Gen Z Travelers in the Instagram Marketplace: Trust, Influencer Type, Post Type, and Purchase Intention. Journal of Hospitality & Tourism Research, 48(6): 1020–1034. https://doi.org/10.1177/10963480231180938 ChoiM. ChoiY. LeeH. 2023 Gen Z Travelers in the Instagram Marketplace: Trust, Influencer Type, Post Type, and Purchase Intention Journal of Hospitality & Tourism Research 48 6 1020 1034 https://doi.org/10.1177/10963480231180938 Search in Google Scholar

Conti, M., Gathani, J., & Tricomi, P. P. (2022). Virtual Influencers in Online Social Media. IEEE Communications Magazine, 8(60): 86–91). https://doi.org/10.1109/MCOM.001.2100786 ContiM. GathaniJ. TricomiP. P. 2022 Virtual Influencers in Online Social Media IEEE Communications Magazine 8 60 86 91 https://doi.org/10.1109/MCOM.001.2100786 Search in Google Scholar

DataReportal (2024). Global Social Media Statistics. DataReportal – Global Digital Insights. Available at: https://datareportal.com/social-media-users (8.7.2025). DataReportal 2024 Global Social Media Statistics. DataReportal – Global Digital Insights Available at: https://datareportal.com/social-media-users (8.7.2025). Search in Google Scholar

Deng, F., & Jiang, X. (2023). Effects of human versus virtual human influencers on the appearance anxiety of social media users. Journal of Retailing and Consumer Services, 71. https://doi.org/10.1016/j.jretconser.2022.103233 DengF. JiangX. 2023 Effects of human versus virtual human influencers on the appearance anxiety of social media users Journal of Retailing and Consumer Services 71 https://doi.org/10.1016/j.jretconser.2022.103233 Search in Google Scholar

El Hedhli, K., Zourrig, H., Al Khateeb, A., & Alnawas, I. (2023). Stereotyping human-like virtual influencers in retailing: Does warmth prevail over competence? Journal of Retailing and Consumer Services, 75. https://doi.org/10.1016/j.jretconser.2023.103459 El HedhliK. ZourrigH. Al KhateebA. AlnawasI. 2023 Stereotyping human-like virtual influencers in retailing: Does warmth prevail over competence? Journal of Retailing and Consumer Services 75 https://doi.org/10.1016/j.jretconser.2023.103459 Search in Google Scholar

Ferraro, C., Sands, S., Zubcevic-Basic, N., & Campbell, C. (2024). Diversity in the digital age: How consumers respond to diverse virtual influencers. International Journal of Advertising, 43(8): 1342–1365. https://doi.org/10.1080/02650487.2023.2300927 FerraroC. SandsS. Zubcevic-BasicN. CampbellC. 2024 Diversity in the digital age: How consumers respond to diverse virtual influencers International Journal of Advertising 43 8 1342 1365 https://doi.org/10.1080/02650487.2023.2300927 Search in Google Scholar

Gerrath, M. H. E. E., Olya, H., Shah, Z., & Li, H. (2024). Virtual influencers and pro-environmental causes: The roles of message warmth and trust in experts. Journal of Business Research, 175. https://doi.org/10.1016/j.jbusres.2024.114520 GerrathM. H. E. E. OlyaH. ShahZ. LiH. 2024 Virtual influencers and pro-environmental causes: The roles of message warmth and trust in experts Journal of Business Research 175 https://doi.org/10.1016/j.jbusres.2024.114520 Search in Google Scholar

Grand View Research (2024). Virtual Influencer Market Size, Share & Growth Report, 2030 (GVR-4-68040-175-0; Issue GVR-4-68040-175-0, pp. 1–150). Available at: https://www.grandviewresearch.com/industry-analysis/virtual-influencer-market-report (8.7.2025). Grand View Research 2024 Virtual Influencer Market Size, Share & Growth Report, 2030 GVR-4-68040-175-0; Issue GVR-4-68040-175-0, 1 150 Available at: https://www.grandviewresearch.com/industry-analysis/virtual-influencer-market-report (8.7.2025). Search in Google Scholar

Ham, J., Li, S., Looi, J., & Eastin, M. S. (2024). Virtual humans as social actors: Investigating user perceptions of virtual humans' emotional expression on social media. Computers in Human Behavior, 155. https://doi.org/10.1016/j.chb.2024.108161 HamJ. LiS. LooiJ. EastinM. S. 2024 Virtual humans as social actors: Investigating user perceptions of virtual humans' emotional expression on social media Computers in Human Behavior 155 https://doi.org/10.1016/j.chb.2024.108161 Search in Google Scholar

Hrustek, L. (2023). Utjecaj marketinškog sadržaja na ponašanje i osjećaje potrošača. 1–16. Available at: https://www.croris.hr/crosbi/publikacija/prilog-skup/804655 (8.7.2025). HrustekL. 2023 Utjecaj marketinškog sadržaja na ponašanje i osjećaje potrošača 1 16 Available at: https://www.croris.hr/crosbi/publikacija/prilog-skup/804655 (8.7.2025). Search in Google Scholar

Jhawar, A., Kumar, P., & Varshney, S. (2023). The emergence of virtual influencers: A shift in the influencer marketing paradigm. Young Consumers, 24(4): 468–484. https://doi.org/10.1108/YC-05-2022-1529 JhawarA. KumarP. VarshneyS. 2023 The emergence of virtual influencers: A shift in the influencer marketing paradigm Young Consumers 24 4 468 484 https://doi.org/10.1108/YC-05-2022-1529 Search in Google Scholar

Jiang, K., Zheng, J., & Luo, S. (2024). Green power of virtual influencer: The role of virtual influencer image, emotional appeal, and product involvement. Journal of Retailing and Consumer Services, 77. https://doi.org/10.1016/j.jretconser.2023.103660 JiangK. ZhengJ. LuoS. 2024 Green power of virtual influencer: The role of virtual influencer image, emotional appeal, and product involvement Journal of Retailing and Consumer Services 77 https://doi.org/10.1016/j.jretconser.2023.103660 Search in Google Scholar

Ju, N., Kim, T., & Im, H. (2024). Fake human but real influencer: The interplay of authenticity and humanlikeness in Virtual Influencer communication? Fashion and Textiles, 11(1). https://doi.org/10.1186/s40691-024-00380-0 JuN. KimT. ImH. 2024 Fake human but real influencer: The interplay of authenticity and humanlikeness in Virtual Influencer communication? Fashion and Textiles 11 1 https://doi.org/10.1186/s40691-024-00380-0 Search in Google Scholar

Kim, D., & Wang, Z. (2023). The ethics of virtuality: Navigating the complexities of human-like virtual influencers in the social media marketing realm. Frontiers in Communication, 8. https://doi.org/10.3389/fcomm.2023.1205610 KimD. WangZ. 2023 The ethics of virtuality: Navigating the complexities of human-like virtual influencers in the social media marketing realm Frontiers in Communication 8 https://doi.org/10.3389/fcomm.2023.1205610 Search in Google Scholar

Kim, E. (Anna), Kim, D., Zihang, E., & Shoenberger, H. (2023). The next hype in social media advertising: Examining virtual influencers' brand endorsement effectiveness. Frontiers in Psychology, 14. https://doi.org/10.3389/fpsyg.2023.1089051 KimE. (Anna), KimD. ZihangE. ShoenbergerH. 2023 The next hype in social media advertising: Examining virtual influencers' brand endorsement effectiveness Frontiers in Psychology 14 https://doi.org/10.3389/fpsyg.2023.1089051 Search in Google Scholar

Kim, H., & Park, M. (2023). Virtual influencers? Attractiveness effect on purchase intention: A moderated mediation model of the Product-Endorser fit with the brand. Computers in Human Behavior, 143. https://doi.org/10.1016/j.chb.2023.107703 KimH. ParkM. 2023 Virtual influencers? Attractiveness effect on purchase intention: A moderated mediation model of the Product-Endorser fit with the brand Computers in Human Behavior 143 https://doi.org/10.1016/j.chb.2023.107703 Search in Google Scholar

Kim, H., & Park, M. (2024). When digital celebrity talks to you: How human-like virtual influencers satisfy consumer's experience through social presence on social media endorsements. Journal of Retailing and Consumer Services, 76. https://doi.org/10.1016/j.jretconser.2023.103581 KimH. ParkM. 2024 When digital celebrity talks to you: How human-like virtual influencers satisfy consumer's experience through social presence on social media endorsements Journal of Retailing and Consumer Services 76 https://doi.org/10.1016/j.jretconser.2023.103581 Search in Google Scholar

Kim, J., Kim, M., & Lee, S.-M. (2024). Unlocking Trust Dynamics: An Exploration of Playfulness, Expertise, and Consumer Behavior in Virtual Influencer Marketing. In INTERNATIONAL JOURNAL OF HUMAN-COMPUTER INTERACTION. TAYLOR & FRANCIS INC. https://doi.org/10.1080/10447318.2023.2300018 KimJ. KimM. LeeS.-M. 2024 Unlocking Trust Dynamics: An Exploration of Playfulness, Expertise, and Consumer Behavior in Virtual Influencer Marketing In INTERNATIONAL JOURNAL OF HUMAN-COMPUTER INTERACTION TAYLOR & FRANCIS INC https://doi.org/10.1080/10447318.2023.2300018 Search in Google Scholar

Kim, M., & Baek, T. H. (2023). Are Virtual Influencers Friends or Foes? Uncovering the Perceived Creepiness and Authenticity of Virtual Influencers in Social Media Marketing in the United States. International Journal of Human–Computer Interaction, 40(18): 5042–5055. https://doi.org/10.1080/10447318.2023.2233125 KimM. BaekT. H. 2023 Are Virtual Influencers Friends or Foes? Uncovering the Perceived Creepiness and Authenticity of Virtual Influencers in Social Media Marketing in the United States International Journal of Human–Computer Interaction 40 18 5042 5055 https://doi.org/10.1080/10447318.2023.2233125 Search in Google Scholar

Koles, B., Audrezet, A., Moulard, J. G., Ameen, N., & McKenna, B. (2024). The authentic virtual influencer: Authenticity manifestations in the metaverse. Journal of Business Research, 170. https https://doi.org/10.1016/j.jbusres.2023.114325 KolesB. AudrezetA. MoulardJ. G. AmeenN. McKennaB. 2024 The authentic virtual influencer: Authenticity manifestations in the metaverse Journal of Business Research 170 https https://doi.org/10.1016/j.jbusres.2023.114325 Search in Google Scholar

Lacković Vincek, Z., Gregurec, I., & Kovšca, V. (2023). Exploring the trend of the research on Logistics 4.0. Logforum, 19(3): 359–409. https://doi.org/10.17270/J.LOG.2023.859 Lacković VincekZ. GregurecI. KovšcaV. 2023 Exploring the trend of the research on Logistics 4.0 Logforum 19 3 359 409 https://doi.org/10.17270/J.LOG.2023.859 Search in Google Scholar

Laszkiewicz, A., & Kalinska-Kula, M. (2023). Virtual influencers as an emerging marketing theory: A systematic literature review. International Journal of Consumer Studies, 14(6): 2479–2494. https://doi.org/10.1111/ijcs.12956 LaszkiewiczA. Kalinska-KulaM. 2023 Virtual influencers as an emerging marketing theory: A systematic literature review International Journal of Consumer Studies 14 6 2479 2494 https://doi.org/10.1111/ijcs.12956 Search in Google Scholar

Li, H., Lei, Y., Zhou, Q., & Yuan, H. (2023). Can you sense without being human? Comparing virtual and human influencers endorsement effectiveness. Journal of Retailing and Consumer Services, 75. https://doi.org/10.1016/j.jretconser.2023.103456 LiH. LeiY. ZhouQ. YuanH. 2023 Can you sense without being human? Comparing virtual and human influencers endorsement effectiveness Journal of Retailing and Consumer Services 75 https://doi.org/10.1016/j.jretconser.2023.103456 Search in Google Scholar

Lim, R. E., & Lee, S. Y. (2023). “You are a virtual influencer!”: Understanding the impact of origin disclosure and emotional narratives on parasocial relationships and virtual influencer credibility. Computers in Human Behavior, 148. https://doi.org/10.1016/j.chb.2023.107897 LimR. E. LeeS. Y. 2023 “You are a virtual influencer!”: Understanding the impact of origin disclosure and emotional narratives on parasocial relationships and virtual influencer credibility Computers in Human Behavior 148 https://doi.org/10.1016/j.chb.2023.107897 Search in Google Scholar

Liu, F., & Lee, Y.-H. (2022). Unveiling Behind-the-Scenes Human Interventions and Examining Source Orientation in Virtual Influencer Endorsements. In Proceedings of The 2022 ACM International Conference on Interactive Media Experiences, IMX 2022 (Pp. 175–192). Assoc Computing Machinery. https://doi.org/10.1145/3505284.3529962 LiuF. LeeY.-H. 2022 Unveiling Behind-the-Scenes Human Interventions and Examining Source Orientation in Virtual Influencer Endorsements In Proceedings of The 2022 ACM International Conference on Interactive Media Experiences, IMX 2022 175 192 Assoc Computing Machinery https://doi.org/10.1145/3505284.3529962 Search in Google Scholar

Liu, F., & Lee, Y.-H. (2024). Virtually authentic: Examining the match-up hypothesis between human vs virtual influencers and product types. Journal of Product and Brand Management, 33(2): 287–299. https://doi.org/10.1108/JPBM-03-2023-4418 LiuF. LeeY.-H. 2024 Virtually authentic: Examining the match-up hypothesis between human vs virtual influencers and product types Journal of Product and Brand Management 33 2 287 299 https://doi.org/10.1108/JPBM-03-2023-4418 Search in Google Scholar

Liyanaarachchi, G., Mifsud, M., & Viglia, G. (2024). Virtual influencers and data privacy: Introducing the multi-privacy paradox. Journal of Business Research, 176. https://doi.org/10.1016/j.jbusres.2024.114584 LiyanaarachchiG. MifsudM. VigliaG. 2024 Virtual influencers and data privacy: Introducing the multi-privacy paradox Journal of Business Research 176 https://doi.org/10.1016/j.jbusres.2024.114584 Search in Google Scholar

Mavric, B., Öğretmenoğlu, M., & Akova, O. (2021). Bibliometric Analysis of Slow Tourism. Advances in Hospitality and Tourism Research (AHTR), 9(1), Article 1. https://doi.org/10.30519/ahtr.794656 MavricB. ÖğretmenoğluM. AkovaO. 2021 Bibliometric Analysis of Slow Tourism Advances in Hospitality and Tourism Research (AHTR) 9 1 Article 1. https://doi.org/10.30519/ahtr.794656 Search in Google Scholar

Melnychuk, H.-A., Arasli, H., & Nevzat, R. (2024). How to engage and attract virtual influencers' followers: A new non-human approach in the age of influencer marketing. Marketing Intelligence & Planning, 42(3): 393–417. https://doi.org/10.1108/MIP-06-2023-0251 MelnychukH.-A. ArasliH. NevzatR. 2024 How to engage and attract virtual influencers' followers: A new non-human approach in the age of influencer marketing Marketing Intelligence & Planning 42 3 393 417 https://doi.org/10.1108/MIP-06-2023-0251 Search in Google Scholar

Mirowska, A., & Arsenyan, J. (2023). Sweet escape: The role of empathy in social media engagement with human versus virtual influencers. International Journal of Human-Computer Studies, 174. https://doi.org/10.1016/j.ijhcs.2023.103008 MirowskaA. ArsenyanJ. 2023 Sweet escape: The role of empathy in social media engagement with human versus virtual influencers International Journal of Human-Computer Studies 174 https://doi.org/10.1016/j.ijhcs.2023.103008 Search in Google Scholar

Miyake, E. (2023). I am a virtual girl from Tokyo: Virtual influencers, digital-orientalism and the (Im)materiality of race and gender. Journal of Consumer Culture, 23(1): 209–228. https://doi.org/10.1177/14695405221117195 MiyakeE. 2023 I am a virtual girl from Tokyo: Virtual influencers, digital-orientalism and the (Im)materiality of race and gender Journal of Consumer Culture 23 1 209 228 https://doi.org/10.1177/14695405221117195 Search in Google Scholar

Mouritzen, S. L. T., Penttinen, V., & Pedersen, S. (2024). Virtual influencer marketing: The good, the bad and the unreal. European Journal of Marketing, 58(2): 410–440. EMERALD GROUP PUBLISHING LTD. https://doi.org/10.1108/EJM-12-2022-0915 MouritzenS. L. T. PenttinenV. PedersenS. 2024 Virtual influencer marketing: The good, the bad and the unreal European Journal of Marketing 58 2 410 440 EMERALD GROUP PUBLISHING LTD. https://doi.org/10.1108/EJM-12-2022-0915 Search in Google Scholar

Muniz, F., Stewart, K., & Magalhaes, L. (2023). Are they humans or are they robots? The effect of virtual influencer disclosure on brand trust. Journal of Consumer Behaviour. https://doi.org/10.1002/cb.2271 MunizF. StewartK. MagalhaesL. 2023 Are they humans or are they robots? The effect of virtual influencer disclosure on brand trust Journal of Consumer Behaviour https://doi.org/10.1002/cb.2271 Search in Google Scholar

Na, Y., Kim, Y., & Lee, D. (2023). Investigating the Effect of Self-Congruity on Attitudes toward Virtual Influencers: Mediating the Effect of Emotional Attachment. International Journal of Human–Computer Interaction, 40(18): 5534–5547. https://doi.org/10.1080/10447318.2023.2238365 NaY. KimY. LeeD. 2023 Investigating the Effect of Self-Congruity on Attitudes toward Virtual Influencers: Mediating the Effect of Emotional Attachment International Journal of Human–Computer Interaction 40 18 5534 5547 https://doi.org/10.1080/10447318.2023.2238365 Search in Google Scholar

Park, G., Nan, D., Park, E., Kim, K. J., Han, J., & del Pobil, A. P. (2021). Computers as Social Actors? Examining How Users Perceive and Interact with Virtual Influencers on Social Media. In S. Lee, H. Choo, & R. Ismail (Eds.), Proceedings of the 15th International Conference on Ubiquitous Information Management and Communication (IMCOM 2021). IEEE. https://doi.org/10.1109/IMCOM51814.2021.9377397 ParkG. NanD. ParkE. KimK. J. HanJ. del PobilA. P. 2021 Computers as Social Actors? Examining How Users Perceive and Interact with Virtual Influencers on Social Media In LeeS. ChooH. IsmailR. (Eds.), Proceedings of the 15th International Conference on Ubiquitous Information Management and Communication (IMCOM 2021) IEEE https://doi.org/10.1109/IMCOM51814.2021.9377397 Search in Google Scholar

Park, S. (Steven), Wei, X., & Lee, H. (2023). Revisiting the elaboration likelihood model in the context of a virtual influencer: A comparison between high- and low-involvement products. Journal of Consumer Behaviour. https://doi.org/10.1002/cb.2290 ParkS. (Steven) WeiX. LeeH. 2023 Revisiting the elaboration likelihood model in the context of a virtual influencer: A comparison between high- and low-involvement products Journal of Consumer Behaviour https://doi.org/10.1002/cb.2290 Search in Google Scholar

Park, S., & Sung, Y. (2023). The Interplay Between Human Likeness and Agency on Virtual Influencer Credibility. Cyberpsychology Behavior and Social Networking, 16(10): 764–771. https://doi.org/10.1089/cyber.2023.0060 ParkS. SungY. 2023 The Interplay Between Human Likeness and Agency on Virtual Influencer Credibility Cyberpsychology Behavior and Social Networking 16 10 764 771 https://doi.org/10.1089/cyber.2023.0060 Search in Google Scholar

Pavlić, I. (2024). Electrodermal Activity in Tourism Research – Bibliometric Analysis. International Journal of Marketing Science, 7(1): 99–116. PavlićI. 2024 Electrodermal Activity in Tourism Research – Bibliometric Analysis International Journal of Marketing Science 7 1 99 116 Search in Google Scholar

Qu, Y., & Baek, E. (2024). Let virtual creatures stay virtual: Tactics to increase trust in virtual influencers. Journal of Research in Interactive Marketing, 18(1): 91–108. https://doi.org/10.1108/JRIM-09-2022-0280 QuY. BaekE. 2024 Let virtual creatures stay virtual: Tactics to increase trust in virtual influencers Journal of Research in Interactive Marketing 18 1 91 108 https://doi.org/10.1108/JRIM-09-2022-0280 Search in Google Scholar

Rizzo, G. L. C., Berger, J., & Ordenes, F. V. (2023). Why You Should Give Your Virtual Influencer a Friend. Harvard Business Review, 101(9–10): 26–28. RizzoG. L. C. BergerJ. OrdenesF. V. 2023 Why You Should Give Your Virtual Influencer a Friend Harvard Business Review 101 9–10 26 28 Search in Google Scholar

Robinson, B. (2020). Towards an Ontology and Ethics of Virtual Influencers. Australasian Journal of Information Systems, 24. https://doi.org/10.3127/ajis.v24i0.2807 RobinsonB. 2020 Towards an Ontology and Ethics of Virtual Influencers Australasian Journal of Information Systems 24 https://doi.org/10.3127/ajis.v24i0.2807 Search in Google Scholar

Sainato, M. (2024, March 4). AI-generated images of Trump with Black voters being spread by supporters. The Guardian. Available at: https://www.theguardian.com/us-news/2024/mar/04/trump-ai-generated-images-black-voters (8.7.2025). SainatoM. 2024 March 4 AI-generated images of Trump with Black voters being spread by supporters. The Guardian Available at: https://www.theguardian.com/us-news/2024/mar/04/trump-ai-generated-images-black-voters (8.7.2025). Search in Google Scholar

Sindhu, P., & Bharti, K. (2020). Mapping customer experience: A taxonomical study using bibliometric visualization. Journal of Information and Knowledge Management Systems, 51(4): 592–617. https://doi.org/10.1108/VJIKMS-11-2019-0178 SindhuP. BhartiK. 2020 Mapping customer experience: A taxonomical study using bibliometric visualization Journal of Information and Knowledge Management Systems 51 4 592 617 https://doi.org/10.1108/VJIKMS-11-2019-0178 Search in Google Scholar

Singh, V. K., Singh, P., Karmakar, M., Leta, J., & Mayr, P. (2021). The journal coverage of Web of Science, Scopus and Dimensions: A comparative analysis. Scientometrics, 126(6): 5113–5142. https://doi.org/10.1007/s11192-021-03948-5 SinghV. K. SinghP. KarmakarM. LetaJ. MayrP. 2021 The journal coverage of Web of Science, Scopus and Dimensions: A comparative analysis Scientometrics 126 6 5113 5142 https://doi.org/10.1007/s11192-021-03948-5 Search in Google Scholar

Sookkaew, J., & Saephoo, P. (2021). “Digital Influencer”: Development and Coexistence with Digital Social Groups. International Journal of Advanced Computer Science and Applications, 12(12): 326–332. SookkaewJ. SaephooP. 2021 “Digital Influencer”: Development and Coexistence with Digital Social Groups International Journal of Advanced Computer Science and Applications 12 12 326 332 Search in Google Scholar

Stein, J.-P., Breves, P. L., & Anders, N. (2022). Parasocial interactions with real and virtual influencers: The role of perceived similarity and human-likeness. New Media & Society, 26(6). https://doi.org/10.1177/14614448221102900 SteinJ.-P. BrevesP. L. AndersN. 2022 Parasocial interactions with real and virtual influencers: The role of perceived similarity and human-likeness New Media & Society 26 6 https://doi.org/10.1177/14614448221102900 Search in Google Scholar

Suprawan, L., & Pojanavatee, S. (2022). What Causes Social Media Users to Engage and Mimic Virtual Influencers? The Role of Self-Congruity. Innovative Marketing, 18(4): 148–160. https://doi.org/10.21511/im.18(4).2022.13 SuprawanL. PojanavateeS. 2022 What Causes Social Media Users to Engage and Mimic Virtual Influencers? The Role of Self-Congruity Innovative Marketing 18 4 148 160 https://doi.org/10.21511/im.18(4).2022.13 Search in Google Scholar

Um, N. (2023). Predictors Affecting Effects of Virtual Influencer Advertising among College Students. Sustainability, 15(8). https://doi.org/10.3390/su15086388 UmN. 2023 Predictors Affecting Effects of Virtual Influencer Advertising among College Students Sustainability 15 8 https://doi.org/10.3390/su15086388 Search in Google Scholar

Vila-Lopez, N., Kuster-Boluda, I., Mora-Perez, E., & Pascual-Riquelme, I. (2023). A bibliometric analysis of virtual influencers in the Web of Science. Journal of Marketing Analytics, 13: 145–161. https://doi.org/10.1057/s41270-023-00262-2 Vila-LopezN. Kuster-BoludaI. Mora-PerezE. Pascual-RiquelmeI. 2023 A bibliometric analysis of virtual influencers in the Web of Science Journal of Marketing Analytics 13 145 161 https://doi.org/10.1057/s41270-023-00262-2 Search in Google Scholar

Xie-Carson, L., Benckendorff, P., & Hughes, K. (2023). Keep it #Unreal: Exploring Instagram Users' Engagement with Virtual Influencers in Tourism Contexts User engagement with virtual influencers. Journal of Hospitality & Tourism Research, 48(6). https://doi.org/10.1177/10963480231180940 Xie-CarsonL. BenckendorffP. HughesK. 2023 Keep it #Unreal: Exploring Instagram Users' Engagement with Virtual Influencers in Tourism Contexts User engagement with virtual influencers Journal of Hospitality & Tourism Research 48 6 https://doi.org/10.1177/10963480231180940 Search in Google Scholar

Xie-Carson, L., Magor, T., Benckendorff, P., & Hughes, K. (2023). All hype or the real deal? Investigating user engagement with virtual influencers in tourism. Tourism Management, 99. https://doi.org/10.1016/j.tourman.2023.104779 Xie-CarsonL. MagorT. BenckendorffP. HughesK. 2023 All hype or the real deal? Investigating user engagement with virtual influencers in tourism Tourism Management 99 https://doi.org/10.1016/j.tourman.2023.104779 Search in Google Scholar

Yap, Y. R., & Ismail, N. (2022). Factors of virtual influencer marketing influencing Generation Y consumers' purchase intention in Malaysia. International Journal of Internet Marketing and Advertising, 17(3–4): 437–458. https://doi.org/10.1504/IJIMA.2022.10048839 YapY. R. IsmailN. 2022 Factors of virtual influencer marketing influencing Generation Y consumers' purchase intention in Malaysia International Journal of Internet Marketing and Advertising 17 3–4 437 458 https://doi.org/10.1504/IJIMA.2022.10048839 Search in Google Scholar

Yi, M. R., & Lee, H. (2023). A Study on the Regulatory Fit Effects of Influencer Types and Message Types. International International Journal of Human–Computer Interaction, 40(18), 5161–5173. https://doi.org/10.1080/10447318.2023.2232213 YiM. R. LeeH. 2023 A Study on the Regulatory Fit Effects of Influencer Types and Message Types International International Journal of Human–Computer Interaction 40 18 5161 5173 https://doi.org/10.1080/10447318.2023.2232213 Search in Google Scholar

Yu, J., Dickinger, A., So, K. K. F., & Egger, R. (2024). Artificial intelligence-generated virtual influencer: Examining the effects of emotional display on user engagement. Journal of Retailing and Consumer Services, 76. https://doi.org/10.1016/j.jretconser.2023.103560 YuJ. DickingerA. SoK. K. F. EggerR. 2024 Artificial intelligence-generated virtual influencer: Examining the effects of emotional display on user engagement Journal of Retailing and Consumer Services 76 https://doi.org/10.1016/j.jretconser.2023.103560 Search in Google Scholar

Zelenskaya, M., & Rundle-Thiele, S. (2022). Wildlife Watcher Kylie: Co-designing a virtual ambassador for the Koala Watch programme. Studies in Australasian Cinema, 16(2–3): 93–108. https://doi.org/10.1080/17503175.2022.2148413 ZelenskayaM. Rundle-ThieleS. 2022 Wildlife Watcher Kylie: Co-designing a virtual ambassador for the Koala Watch programme Studies in Australasian Cinema 16 2–3 93 108 https://doi.org/10.1080/17503175.2022.2148413 Search in Google Scholar

Zhang, L., & Ren, J. (2022). Virtual Influencers: The Effects of Controlling Entity, Appearance Realism and Product Type on Advertising Effect. In G. Salvendy & J. Wei (Eds.), Design, Operation and Evaluation of Mobile Communications (13337: 298–305). Springer International Publishing AG. https://doi.org/10.1007/978-3-031-05014-5_25 ZhangL. RenJ. 2022 Virtual Influencers: The Effects of Controlling Entity, Appearance Realism and Product Type on Advertising Effect In SalvendyG. WeiJ. (Eds.), Design, Operation and Evaluation of Mobile Communications (13337: 298–305). Springer International Publishing AG https://doi.org/10.1007/978-3-031-05014-5_25 Search in Google Scholar

Zhou, Q., Li, B., Li, H., & Lei, Y. (2024). Mere copycat? The effects of human versus human-like virtual influencers on brand endorsement effectiveness: A moderated serial-mediation model. Journal of Retailing and Consumer Services, 76. https://doi.org/10.1016/j.jretconser.2023.103610 ZhouQ. LiB. LiH. LeiY. 2024 Mere copycat? The effects of human versus human-like virtual influencers on brand endorsement effectiveness: A moderated serial-mediation model Journal of Retailing and Consumer Services 76 https://doi.org/10.1016/j.jretconser.2023.103610 Search in Google Scholar

Zhou, X., Yan, X., & Jiang, Y. (2023). Making Sense? The Sensory-Specific Nature of Virtual Influencer Effectiveness. Journal of Marketing, 88(4): 84–106 https://doi.org/10.1177/00222429231203699 ZhouX. YanX. JiangY. 2023 Making Sense? The Sensory-Specific Nature of Virtual Influencer Effectiveness Journal of Marketing 88 4 84 106 https://doi.org/10.1177/00222429231203699 Search in Google Scholar