Do AIGC Ads Require Smarter Consumers?

To explore the mechanism of AI-generated sponsored vlogs (AISV) influence on vlog mall consumer purchase intention and the role of consumer AI literacy, this study surveyed 434 Chinese Generation Z TikTok Mall users and conducted an empirical analysis using SEM. The results show that this study validates the effectiveness of the dual-path persuasion mechanism in AIGC advertisements. Notably, smarter consumers with higher AI literacy are more likely to adopt AISV information and positively influence purchase intention, with information usefulness playing a mediating role in these relationships. In addition, the central path and AI literacy significantly influenced the peripheral path, revealing a unique influence mechanism for AISV. This study advances information adoption theories and encourages relevant parties on AISV deployment.

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Publication Details

Journal
International Journal of Customer Relationship Marketing and Management
Published
2025-06-18
DOI
https://doi.org/10.4018/ijcrmm.381305
Primary Topic
Digital Marketing and Social Media
Type
article
Field-Weighted Citation Impact
0.00
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article

Do AIGC Ads Require Smarter Consumers?

Lokhman Hakim Osman, Qianwen Liu, Zhongxing Lian
International Journal of Customer Relationship Marketing and Management
Digital Marketing and Social Media
article

Do AIGC Ads Require Smarter Consumers?

Lokhman Hakim Osman, Qianwen Liu, Zhongxing Lian
article en

Abstract

To explore the mechanism of AI-generated sponsored vlogs (AISV) influence on vlog mall consumer purchase intention and the role of consumer AI literacy, this study surveyed 434 Chinese Generation Z TikTok Mall users and conducted an empirical analysis using SEM. The results show that this study validates the effectiveness of the dual-path persuasion mechanism in AIGC advertisements. Notably, smarter consumers with higher AI literacy are more likely to adopt AISV information and positively influence purchase intention, with information usefulness playing a mediating role in these relationships. In addition, the central path and AI literacy significantly influenced the peripheral path, revealing a unique influence mechanism for AISV. This study advances information adoption theories and encourages relevant parties on AISV deployment.

International Journal of Customer Relationship Marketing and ManagementVol. 16(1)
Xiamen University (CN), National University of Malaysia (MY)
Quality Education
Openalex Percentile: Top 81%
Digital Marketing and Social Media
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Do AIGC Ads Require Smarter Consumers? — Lokhman Hakim Osman, Qianwen Liu, et al. · International Journal of Customer Relationship Marketing and Management (2025) | TGRS Research Map | TGRS