The negative social roles of virtual conversational agents in consumer interactions

Purpose Current marketing literature claims that consumers can establish relationships with virtual conversational agents (VCAs) that can be referred to as interpersonal ones. Despite the risks that these relationships can entail, the investigation of negative VCA social roles is still underdeveloped. This study aims to address this gap. Design/methodology/approach The authors launched a qualitative survey in which participants were asked to write about a prototypical episode regarding a negative relationship with a VCA. Findings A typology of five negative VCA social roles emerged: Dealer, Diminishing partner, Stalker, Enemy and Annoying acquaintance. Practical implications Understanding how consumers interact in negative relationships with VCAs can give policymakers and practitioners a clearer idea of the risks that consumers are exposed to during these interactions, foreshadowing possible negative effects and helping them to find a way to prevent them. Originality/value This work proposes a deep analysis of the dark side of consumer–VCA relationships that has previously been understudied, especially in terms of VCA social roles.

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Publication Details

Journal
Qualitative Market Research An International Journal
Published
2026-06-12
DOI
https://doi.org/10.1108/qmr-05-2025-0121
Primary Topic
AI in Service Interactions
Type
article
Field-Weighted Citation Impact
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article

The negative social roles of virtual conversational agents in consumer interactions

Simona Romani, Giacomo Gistri, Ilaria Querci, Silvia Grappi et al.
Qualitative Market Research An International Journal
AI in Service Interactions
article

The negative social roles of virtual conversational agents in consumer interactions

Simona Romani, Giacomo Gistri, Ilaria Querci, Silvia Grappi, Luigi Monsurrò
article en

Abstract

Purpose Current marketing literature claims that consumers can establish relationships with virtual conversational agents (VCAs) that can be referred to as interpersonal ones. Despite the risks that these relationships can entail, the investigation of negative VCA social roles is still underdeveloped. This study aims to address this gap. Design/methodology/approach The authors launched a qualitative survey in which participants were asked to write about a prototypical episode regarding a negative relationship with a VCA. Findings A typology of five negative VCA social roles emerged: Dealer, Diminishing partner, Stalker, Enemy and Annoying acquaintance. Practical implications Understanding how consumers interact in negative relationships with VCAs can give policymakers and practitioners a clearer idea of the risks that consumers are exposed to during these interactions, foreshadowing possible negative effects and helping them to find a way to prevent them. Originality/value This work proposes a deep analysis of the dark side of consumer–VCA relationships that has previously been understudied, especially in terms of VCA social roles.

Qualitative Market Research An International Journal
University of Modena and Reggio Emilia (IT), NEOMA Business School (FR), University of Macerata (IT), Libera Università Internazionale degli Studi Sociali Guido Carli (IT)
Reduced inequalities
Openalex Percentile: Top 4%
AI in Service Interactions
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The negative social roles of virtual conversational agents in consumer interactions — Simona Romani, Giacomo Gistri, et al. · Qualitative Market Research An International Journal (2026) | TGRS Research Map | TGRS