Should manufacturers adopt AI-generated livestreamers to replace human livestreamers? Impact of consumer disappointment aversion

Purpose This study focuses on the manufacturer's choice between human streamers and AI-generated streamers in an online-offline dual-channel supply chain under consumer disappointment aversion. Design/methodology/approach To address whether the adoption of AI-generated livestreamer is better for the manufacturer, we consider two scenarios: Human livestreamer sales (Scenario H) and AI-generated livestreamer sales (Scenario A). Consumer disappointment aversion is embedded in the utility specification, enabling us to derive demand and formulate a Stackelberg pricing game between the manufacturer and the retailer. A comparison of the equilibrium results across the two scenarios reveals how each supply chain member values human versus AI-generated livestreamers. Findings The manufacturer replaces the human livestreamer with the AI-generated one under conditions of (1) moderate consumer acceptance of AI-generated livestreamers and low disappointment aversion level or (2) high consumer acceptance of AI-generated livestreamers. Moreover, interestingly, the increase in the commission rate for the human livestreamer does not always result in the manufacturer preferring the AI-generated livestreamer, but rather impacts the manufacturer's preferences non-monotonically. Finally, six extensions indicate that the findings regarding the manufacturer's livestreamer selection remain robust under certain conditions. Originality/value This study is the first to integrate AI technology, consumer disappointment aversion, and a dual-channel structure into a unified framework to investigate supply chain pricing and livestreamer selection decisions. The findings offer theoretical guidance for dual-channel supply chain members in livestream commerce regarding product pricing, livestreamer choice, and managing consumer disappointment aversion behavior.

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Publication Details

Journal
Asia Pacific Journal of Marketing and Logistics
Published
2026-06-08
DOI
https://doi.org/10.1108/apjml-12-2025-2739
Primary Topic
Supply Chain and Inventory Management
Type
article
Field-Weighted Citation Impact
0.00

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article

Should manufacturers adopt AI-generated livestreamers to replace human livestreamers? Impact of consumer disappointment aversion

Jingyang Dong, Tianyang Yu
Asia Pacific Journal of Marketing and Logistics
Supply Chain and Inventory Management
article

Should manufacturers adopt AI-generated livestreamers to replace human livestreamers? Impact of consumer disappointment aversion

Jingyang Dong, Tianyang Yu
article en

Abstract

Purpose This study focuses on the manufacturer's choice between human streamers and AI-generated streamers in an online-offline dual-channel supply chain under consumer disappointment aversion. Design/methodology/approach To address whether the adoption of AI-generated livestreamer is better for the manufacturer, we consider two scenarios: Human livestreamer sales (Scenario H) and AI-generated livestreamer sales (Scenario A). Consumer disappointment aversion is embedded in the utility specification, enabling us to derive demand and formulate a Stackelberg pricing game between the manufacturer and the retailer. A comparison of the equilibrium results across the two scenarios reveals how each supply chain member values human versus AI-generated livestreamers. Findings The manufacturer replaces the human livestreamer with the AI-generated one under conditions of (1) moderate consumer acceptance of AI-generated livestreamers and low disappointment aversion level or (2) high consumer acceptance of AI-generated livestreamers. Moreover, interestingly, the increase in the commission rate for the human livestreamer does not always result in the manufacturer preferring the AI-generated livestreamer, but rather impacts the manufacturer's preferences non-monotonically. Finally, six extensions indicate that the findings regarding the manufacturer's livestreamer selection remain robust under certain conditions. Originality/value This study is the first to integrate AI technology, consumer disappointment aversion, and a dual-channel structure into a unified framework to investigate supply chain pricing and livestreamer selection decisions. The findings offer theoretical guidance for dual-channel supply chain members in livestream commerce regarding product pricing, livestreamer choice, and managing consumer disappointment aversion behavior.

Asia Pacific Journal of Marketing and Logistics
Guangdong University of Foreign Studies (CN), Dongguan University of Technology (CN)
National Natural Science Foundation of China
Openalex Percentile: Top 4%
Supply Chain and Inventory Management
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