The Past, Present, and Future of Virtual Influencer Marketing

ABSTRACT Virtual influencer (VI) has become a prominent and significant topic in the marketing literature. A thorough understanding of its influence on consumer behavior is still lacking, despite years of discussion in academic research and managerial practice. In order to address the inconsistency of findings in the literature, we thoroughly reviewed 117 papers from 31 different journals. We combine two approaches in this study, including a systematic review and similarity analysis using IRaMuTeQ software. This study undertakes a systematic literature review, employing the SPAR‐4‐SLR protocol as its guiding framework. Using the antecedents–decisions–outcomes (ADO) framework, this study delineates the established knowledge base on virtual influencer research. The theories, contexts, and methods (TCM) framework reveals how we know about virtual influencer literature. Moreover, this study seeks to identify pivotal research gaps in the current virtual influencer literature and recommend specific future research avenues. We used the integrated ADO‐TCM framework to synthesize the virtual influencer literature and provide a conceptual framework. The findings advance influencer marketing literature and provide underpinning future research directions capable of guiding forthcoming research and nurturing field maturation and help the field continue to evolve.

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Publication Details

Journal
International Journal of Consumer Studies
Published
2026-02-19
DOI
https://doi.org/10.1111/ijcs.70194
Primary Topic
Digital Marketing and Social Media
Type
article
Field-Weighted Citation Impact
0.00
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article

The Past, Present, and Future of Virtual Influencer Marketing

N. K. SHARMA, Abhay Kumar
International Journal of Consumer Studies
Digital Marketing and Social Media
article

The Past, Present, and Future of Virtual Influencer Marketing

N. K. SHARMA, Abhay Kumar
article en

Abstract

ABSTRACT Virtual influencer (VI) has become a prominent and significant topic in the marketing literature. A thorough understanding of its influence on consumer behavior is still lacking, despite years of discussion in academic research and managerial practice. In order to address the inconsistency of findings in the literature, we thoroughly reviewed 117 papers from 31 different journals. We combine two approaches in this study, including a systematic review and similarity analysis using IRaMuTeQ software. This study undertakes a systematic literature review, employing the SPAR‐4‐SLR protocol as its guiding framework. Using the antecedents–decisions–outcomes (ADO) framework, this study delineates the established knowledge base on virtual influencer research. The theories, contexts, and methods (TCM) framework reveals how we know about virtual influencer literature. Moreover, this study seeks to identify pivotal research gaps in the current virtual influencer literature and recommend specific future research avenues. We used the integrated ADO‐TCM framework to synthesize the virtual influencer literature and provide a conceptual framework. The findings advance influencer marketing literature and provide underpinning future research directions capable of guiding forthcoming research and nurturing field maturation and help the field continue to evolve.

International Journal of Consumer StudiesVol. 50(2)
Indian Institute of Management Visakhapatnam (IN), Indian Institute of Management Ranchi (IN)
Openalex Percentile: Top 56%
Digital Marketing and Social Media
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