Examining the Impact of Generative AI Content on Impulse Buying Behavior in Social Commerce

Huang XiaoFeng, Anton Wachidin Widjaja

Abstract


The growing adoption of generative artificial intelligence (AI) in social commerce, particularly for promotional videos and live-streaming scripts, has transformed consumer persuasion processes, yet its role in stimulating impulse buying remains insufficiently examined. This study investigates the effects of AI-generated content attributes (credibility, attractiveness, novelty, and trust) on impulse buying tendency, with perceived interactivity examined as a mediating variable. Survey data were collected from 266 Indonesian social commerce users and analyzed using multiple regression and mediation analysis via the SPSS PROCESS macro (Model 4) with 5,000 bootstrap samples. The results indicate that credibility (? = 0.341, p < 0.001), attractiveness (? = 0.178, p = 0.003), novelty (? = 0.141, p = 0.019), and trust (? = 0.125, p = 0.025) have significant positive effects on impulse buying tendency. Mediation analysis shows that perceived interactivity partially mediates all relationships, with the strongest indirect effect observed for trust (indirect effect = 0.203). The findings extend impulse buying theory to AI-mediated contexts and suggest that social commerce practitioners should prioritize interactive and credible AI content to enhance consumer engagement and unplanned purchasing behavior.


Keywords


Artificial Intelligence; Impulse Buying; Perceived Interactivity; Social Commerce; Trust

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References


Appel, G., Grewal, L., Hadi, R., & Stephen, A. T. (2020). The future of social media in marketing. Journal of the Academy of Marketing Science, 48(1), 79-95. https://doi.org/10.1007/s11747-019-00695-1

Ariasih, M. P., Rahmantari, N. L. L., & Mahendra, G. S. (2023). Exploring the influence of visual content quality marketing on impulse buying in TikTok Shop the mediating role of copywriting. Enrichment: Journal of Management, 13(2), 1143-1151. https://doi.org/10.35335/enrichment.v13i2.1448

Asante, I. O., Jiang, Y., Hossin, A. M., & Luo, X. (2023). Optimization of consumer engagement with artificial intelligence elements on electronic commerce platforms. Journal of Electronic Commerce Research, 24(1), 7-28.

Bolin, J. H. (2014). Introduction to mediation, moderation, and conditional process analysis: a regression-based approach. Journal of Educational Measurement, 51(3), 335-337.

Chevalier, C., & Stephanie, S. (2023). Leading countries in which consumers use livestream commerce to purchase an item online in 2025. Statista. https://www.statista.com/statistics/1341653/live-commerce-adoption-by-country/

Ding, Y., & Najaf, M. (2024). Interactivity, humanness, and trust: a psychological approach to AI chatbot adoption in e-commerce. BMC Psychology, 12(1), 595. https://doi.org/10.1186/s40359-024-02083-z

Febrianti, D., & Hidayat, A. (2022). Effect of information quality, social psychological distance, and trust on consumer purchase intentions on social commerce Shopee. Archives of Business Research, 10(1), 158-172. https://doi.org/10.14738/ABR.101.11615

Feuerriegel, S., Hartmann, J., Janiesch, C., & Zschech, P. (2024). Generative AI. Business & Information Systems Engineering, 66(1), 111-126. https://doi.org/10.1007/s12599-023-00834-7

Finet, A., Kristoforidis, K., & Laznicka, J. (2025). The limits of AI in understanding emotions: Challenges in bridging human experience and machine perception. F1000Research, 14, 582. https://doi.org/10.12688/f1000research.164796.1

Gao, H., Chen, X., Gao, H., & Yu, B. (2022). Understanding Chinese consumers’ livestreaming impulsive buying: an stimulus-organism-response perspective and the mediating role of emotions and Zhong Yong tendency. Frontiers in Psychology, 13, 881294. https://doi.org/10.3389/fpsyg.2022.881294

Hair Jr, J. F., Hult, G. T. M., Ringle, C. M., Sarstedt, M., Danks, N. P., & Ray, S. (2021). Partial Least Squares Structural Equation Modeling (PLS-SEM) Using R: A Workbook (p. 197). Springer Nature.

Hajli, N. (2015). Social commerce constructs and consumer's intention to buy. International journal of information management, 35(2), 183-191. https://doi.org/10.1016/j.ijinfomgt.2014.12.005

Hayes, A. F. (2017). Introduction to Mediation, Moderation, and Conditional Process Analysis: A Regression-Based Approach. Guilford Publications.

Hong, J. C., Juan, H. C., & Hung, W. C. (2022). The role of family intimacy in playing collaborative e-sports with a Switch device to predict the experience of flow and anxiety during COVID-19 lockdown. Computers in Human Behavior, 132, 107244. https://doi.org/10.1016/j.chb.2022.107244

Huang, M., & Yodbutr, A. (2023). A study on the relationship between live commerce content and impulsive buying behavior for coffee products. DSpace. http://202.28.38.45/dspace/handle/123456789/1876

Huschens, M., Briesch, M., Sobania, D., & Rothlauf, F. (2023). Do you trust ChatGPT?--perceived credibility of human and AI-generated content. arXiv preprint arXiv:2309.02524. https://doi.org/10.48550/arXiv.2309.02524

Imbayani, I. G. A., & Gama, A. W. S. (2024). The impact of hedonic shopping motivation, discounts, and urge to buy impulsively on impulse buying: SOR perspective. International Journal of Applied Business and International Management, 9(3), 349-364. https://doi.org/10.32535/ijabim.v9i3.3438

Indriastuti, H., Hidayati, T., Martiyanti, D., Ayu, A. R. F., & Putit, L. (2024). How real-time interactivity influences impulse buying behaviour in Generation Z’s during live streaming shopping: The mediating role of perceived enjoyment. Economics-Innovative and Economics Research Journal, 12(3), 279-291.

Joo, E., & Yang, J. (2023). How perceived interactivity affects consumers' shopping intentions in live stream commerce: roles of immersion, user gratification, and product involvement. Journal of Research in Interactive Marketing, 17(5), 754-772. https://doi.org/10.1108/JRIM-02-2022-0037

Kemp, S. (2024, February 21). Digital 2024: Indonesia. Data Reportal. https://datareportal.com/reports/digital-2024-indonesia

Khatimah, H., Harahab, J., Amanda, V., & Indriyani, D. (2024). The effect of shopping lifestyle, hedonic shopping motivation, and sales promotion on impulsive buying among Gen Z consumers on e-commerce. International Journal of Applied Business and International Management, 9(3), 398-415. https://doi.org/10.32535/ijabim.v9i3.3485

Kim, S., & Priluck, R. (2025). Consumer Responses to Generative AI Chatbots Versus Search Engines for Product Evaluation. Journal of Theoretical and Applied Electronic Commerce Research, 20(2), 93. https://doi.org/10.3390/jtaer20020093

Lee, C. H., & Chen, C. W. (2021). Impulse buying behaviors in live streaming commerce based on the stimulus-organism-response framework. Information, 12(6), 241. https://doi.org/10.3390/info12060241

Lim, X. J., Cheah, J. H., Waller, D. S., Ting, H., & Ng, S. I. (2020). What s-commerce implies? Repurchase intention and its antecedents. Marketing Intelligence & Planning, 38(6), 760-776. https://doi.org/10.1108/MIP-03-2019-0145

Lim, X. J., Radzol, A. M., Cheah, J., & Wong, M. W. (2017). The impact of social media influencers on purchase intention and the mediation effect of customer attitude. Asian Journal of Business Research, 7(2), 19-36. https://doi.org/10.14707/ajbr.170035

Liu, B., & Sundar, S. S. (2018). Should machines express sympathy and empathy? Experiments with a health advice chatbot. Cyberpsychology, Behavior, and Social Networking, 21(10), 625-636. https://doi.org/10.1089/cyber.2018.0110

McKinsey Global Institute. (2023). Generative AI: The Next Productivity Frontier. McKinsey Global Institute. https://www.mckinsey.com/mgi/our-research/generative-ai-the-next-productivity-frontier

Mehrabian, A., & Russell, J. A. (1974). An Approach to Environmental Psychology. the MIT Press.

Mei, L., Tang, N., Zeng, Z., & Shi, W. (2025). Artificial intelligence technology in live streaming e-commerce: Analysis of driving factors of consumer purchase decisions. International Journal of Computers Communications & Control, 20(1). https://doi.org/10.15837/ijccc.2025.1.6871

Moghddam, H. A., Carlson, J., Wyllie, J., & Rahman, S. M. (2024). Scroll, Stop, Shop: Decoding impulsive buying in social commerce. Journal of Business Research, 182, 114776. https://doi.org/10.1016/j.jbusres.2024.114776

Podsakoff, P. M., MacKenzie, S. B., Lee, J.-Y., & Podsakoff, N. P. (2003). Common method biases in behavioral research: a critical review of the literature and recommended remedies. Journal of Applied Psychology, 88(5), 879.

Pranata, J. A., Riyanto, M. R. P., Hendrawan, S., & Gunadi, W. (2024). The effect of hedonic motivation and IT affordance on impulsive buying decisions in social commerce: TikTok. International Journal of Electronic Commerce Studies, 15(2), 63-102. https://doi.org/10.7903/ijecs.2303

Raj, M., Berg, J., & Seamans, R. (2023). Artificial intelligence: The effect of AI disclosure on evaluations of creative content. arXiv preprint arXiv:2303.06217. https://doi.org/10.48550/arXiv.2303.06217

Rook, D. W. (1987). The buying impulse. Journal of Consumer Research, 189-199.

Tee, W. Y., & Teo, S. C. (2022). Exploring the TikTok influences on consumer impulsive purchase behaviour. DSpace. https://repository.unar.ac.id/jspui/handle/123456789/12351

Utami, Y., Kendaga, J. A. F., Diantoro, A. K., & Kusmantini, T. (2021). The influence of hedonistic motives, fashion interest, and positive emotions on the impulsive buying of fashion products with sales promotion as moderating variables. International Journal of Applied Business and International Management, 6(3), 56-69. https://doi.org/10.32535/ijabim.v6i3.1329




DOI: https://doi.org/10.32535/ijabim.v10i3.4292

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