The Effect of Voice AI on Digital Commerce

This research examines the impact of voice-activated shopping assistants, such as Alibaba’s Tmall Genie, on consumer behavior in online shopping. Analyzing real-world purchase data using econometric models, this work finds that the average consumer’s weekly spending on Alibaba increased by 16.6% within the first four months after adopting voice AI. Additionally, we explore specific product features that moderate the effect of Genie adoption by examining the repeat purchase and product substitutability and familiarity, supporting a mechanism that involves reducing information acquisition costs. The positive effects of Genie adoption remain significant on repeat purchases in the long term, although they attenuate over time. Furthermore, our analyses reveal that on average, the voice channel has a positive spillover effect on spending on the PC channel but no significant effect on the mobile channel. The channel dynamics are contingent on specific shopping contexts. These results demonstrate that voice AI devices with shopping capabilities can enhance the growth of the affiliated e-commerce platform. As the first study to empirically examine the impact of voice AI adoption on e-commerce consumption, our paper provides valuable implications for e-commerce platforms and retailers leveraging voice-activated shopping.

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Publication Details

Journal
Information Systems Research
Published
2025-05-06
DOI
https://doi.org/10.1287/isre.2022.0140
Citations
11
Primary Topic
Technology Adoption and User Behaviour
Type
article
Field-Weighted Citation Impact
45.86
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article

The Effect of Voice AI on Digital Commerce

Zijun Shi, Anindya Ghose, Chenshuo Sun, Xiao Liu
11 citations
Information Systems Research
Technology Adoption and User Behaviour
45.86
article

The Effect of Voice AI on Digital Commerce

Zijun Shi, Anindya Ghose, Chenshuo Sun, Xiao Liu
article en
11 citations

Abstract

This research examines the impact of voice-activated shopping assistants, such as Alibaba’s Tmall Genie, on consumer behavior in online shopping. Analyzing real-world purchase data using econometric models, this work finds that the average consumer’s weekly spending on Alibaba increased by 16.6% within the first four months after adopting voice AI. Additionally, we explore specific product features that moderate the effect of Genie adoption by examining the repeat purchase and product substitutability and familiarity, supporting a mechanism that involves reducing information acquisition costs. The positive effects of Genie adoption remain significant on repeat purchases in the long term, although they attenuate over time. Furthermore, our analyses reveal that on average, the voice channel has a positive spillover effect on spending on the PC channel but no significant effect on the mobile channel. The channel dynamics are contingent on specific shopping contexts. These results demonstrate that voice AI devices with shopping capabilities can enhance the growth of the affiliated e-commerce platform. As the first study to empirically examine the impact of voice AI adoption on e-commerce consumption, our paper provides valuable implications for e-commerce platforms and retailers leveraging voice-activated shopping.

Information Systems ResearchVol. 36(2)
National University of Singapore (SG), City University of Hong Kong (HK), Hong Kong University of Science and Technology (HK), New York University (US), Renmin University of China (CN), University of Hong Kong (HK)
Industry, innovation and infrastructure
Openalex Percentile: Top 0%
Technology Adoption and User Behaviour
45.86
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The Effect of Voice AI on Digital Commerce — Zijun Shi, Anindya Ghose, et al. · Information Systems Research (2025) | TGRS Research Map | TGRS