Artificial intelligence in live streaming: How can virtual streamers bring more sales?

IF 13.1 1区 管理学 Q1 BUSINESS Journal of Retailing and Consumer Services Pub Date : 2025-05-01 Epub Date: 2025-02-03 DOI:10.1016/j.jretconser.2025.104247
Yaping Chang , Han Wang , Zhenjiang Guo
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Abstract

Virtual streamers are gaining traction in the thriving live streaming commerce with the support of artificial intelligence technology. While virtual streamers have excellent interactive capabilities, effectively leveraging them to enhance sales remains a significant challenge for companies. This research analyzes 1,960,444 real live streaming comments from 30 brands and conducts three experimental studies and half-structured interviews for this dilemma. The findings reveal that consumers exhibit a higher tendency to seek promotional information (vs. product information) when engaging with virtual streamers (vs. human streamers). This unique shopping mentality is mediated by consumers' motivation inference about the company. Consequently, aligning virtual streamers with promotional products and human streamers with new products can be beneficial in driving sales by catering to diverse consumer information preferences. These findings provide valuable insights into effectively adopting virtual streamers, optimizing recommendation strategies, and understanding consumers' subjective perceptions.
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直播中的人工智能:虚拟主播如何带来更多销量?
在人工智能技术的支持下,虚拟流媒体正在蓬勃发展的直播商业中获得牵引力。虽然虚拟流媒体具有出色的互动能力,但有效地利用它们来提高销售对公司来说仍然是一个重大挑战。本研究分析了来自30个品牌的1,960,444条真实直播评论,并针对这一困境进行了三次实验研究和半结构化访谈。调查结果显示,消费者在与虚拟主播(与真人主播相比)互动时,更倾向于寻求促销信息(与产品信息相比)。这种独特的购物心理是由消费者对公司的动机推断所介导的。因此,将虚拟流媒体与促销产品和真人流媒体与新产品结合起来,可以通过迎合不同的消费者信息偏好来推动销售。这些发现为有效采用虚拟流媒体、优化推荐策略和理解消费者的主观感受提供了有价值的见解。
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来源期刊
CiteScore
20.40
自引率
14.40%
发文量
340
审稿时长
20 days
期刊介绍: The Journal of Retailing and Consumer Services is a prominent publication that serves as a platform for international and interdisciplinary research and discussions in the constantly evolving fields of retailing and services studies. With a specific emphasis on consumer behavior and policy and managerial decisions, the journal aims to foster contributions from academics encompassing diverse disciplines. The primary areas covered by the journal are: Retailing and the sale of goods The provision of consumer services, including transportation, tourism, and leisure.
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