直播中的人工智能:虚拟主播如何带来更多销量?

IF 11 1区 管理学 Q1 BUSINESS
Yaping Chang , Han Wang , Zhenjiang Guo
{"title":"直播中的人工智能:虚拟主播如何带来更多销量?","authors":"Yaping Chang ,&nbsp;Han Wang ,&nbsp;Zhenjiang Guo","doi":"10.1016/j.jretconser.2025.104247","DOIUrl":null,"url":null,"abstract":"<div><div>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.</div></div>","PeriodicalId":48399,"journal":{"name":"Journal of Retailing and Consumer Services","volume":"84 ","pages":"Article 104247"},"PeriodicalIF":11.0000,"publicationDate":"2025-02-03","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":"0","resultStr":"{\"title\":\"Artificial intelligence in live streaming: How can virtual streamers bring more sales?\",\"authors\":\"Yaping Chang ,&nbsp;Han Wang ,&nbsp;Zhenjiang Guo\",\"doi\":\"10.1016/j.jretconser.2025.104247\",\"DOIUrl\":null,\"url\":null,\"abstract\":\"<div><div>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.</div></div>\",\"PeriodicalId\":48399,\"journal\":{\"name\":\"Journal of Retailing and Consumer Services\",\"volume\":\"84 \",\"pages\":\"Article 104247\"},\"PeriodicalIF\":11.0000,\"publicationDate\":\"2025-02-03\",\"publicationTypes\":\"Journal Article\",\"fieldsOfStudy\":null,\"isOpenAccess\":false,\"openAccessPdf\":\"\",\"citationCount\":\"0\",\"resultStr\":null,\"platform\":\"Semanticscholar\",\"paperid\":null,\"PeriodicalName\":\"Journal of Retailing and Consumer Services\",\"FirstCategoryId\":\"91\",\"ListUrlMain\":\"https://www.sciencedirect.com/science/article/pii/S0969698925000268\",\"RegionNum\":1,\"RegionCategory\":\"管理学\",\"ArticlePicture\":[],\"TitleCN\":null,\"AbstractTextCN\":null,\"PMCID\":null,\"EPubDate\":\"\",\"PubModel\":\"\",\"JCR\":\"Q1\",\"JCRName\":\"BUSINESS\",\"Score\":null,\"Total\":0}","platform":"Semanticscholar","paperid":null,"PeriodicalName":"Journal of Retailing and Consumer Services","FirstCategoryId":"91","ListUrlMain":"https://www.sciencedirect.com/science/article/pii/S0969698925000268","RegionNum":1,"RegionCategory":"管理学","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":null,"EPubDate":"","PubModel":"","JCR":"Q1","JCRName":"BUSINESS","Score":null,"Total":0}
引用次数: 0

摘要

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。
本文章由计算机程序翻译,如有差异,请以英文原文为准。
Artificial intelligence in live streaming: How can virtual streamers bring more sales?
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.
求助全文
通过发布文献求助,成功后即可免费获取论文全文。 去求助
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.
×
引用
GB/T 7714-2015
复制
MLA
复制
APA
复制
导出至
BibTeX EndNote RefMan NoteFirst NoteExpress
×
提示
您的信息不完整,为了账户安全,请先补充。
现在去补充
×
提示
您因"违规操作"
具体请查看互助需知
我知道了
×
提示
确定
请完成安全验证×
copy
已复制链接
快去分享给好友吧!
我知道了
右上角分享
点击右上角分享
0
联系我们:info@booksci.cn Book学术提供免费学术资源搜索服务,方便国内外学者检索中英文文献。致力于提供最便捷和优质的服务体验。 Copyright © 2023 布克学术 All rights reserved.
京ICP备2023020795号-1
ghs 京公网安备 11010802042870号
Book学术文献互助
Book学术文献互助群
群 号:481959085
Book学术官方微信