How Does Artificial Intelligent Impact the Likelihood of Repurchase Intention?

This study explores the impact of AI-driven product recommendations and chatbot quality on consumer repurchase intention on the Shopee platform, with consumer consideration as a mediating factor. Data were collected through a questionnaire distributed on social media, targeting Shopee users who had previously made purchases. A total of 155 respondents were selected via purposive sampling, and the data were analysed using Partial Least Squares Structural Equation Modelling (PLS-SEM) in SmartPLS 3.0. The results show that AI-based product recommendations do not significantly influence consumer consideration or repurchase intention (p = 0.191 and p = 0.974). In contrast, chatbot quality significantly impacts both consumer consideration (p = 0.000) and repurchase intention (p = 0.004). Additionally, consumer consideration mediates the relationship between chatbot quality and repurchase intention (p = 0.000). These findings suggest that while AI product recommendations are ineffective in driving repeat purchases, high-quality chatbots play a crucial role in enhancing consumer engagement and loyalty. The study provides insights into the effectiveness of AI in e-commerce marketing and emphasizes the importance of chatbot quality in fostering consumer satisfaction and repurchase intention.

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Publication Details

Journal
Jurnal Bisnis Mahasiswa
Published
2025-01-15
DOI
https://doi.org/10.60036/jbm.v5i1.347
Primary Topic
Impact of AI and Big Data on Business and Society
Type
article
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article

How Does Artificial Intelligent Impact the Likelihood of Repurchase Intention?

Muhammad Arman Revo Adrian, Muhammad Abdul Wahab, Wanda Novita
Jurnal Bisnis Mahasiswa
Impact of AI and Big Data on Business and Society
article

How Does Artificial Intelligent Impact the Likelihood of Repurchase Intention?

Muhammad Arman Revo Adrian, Muhammad Abdul Wahab, Wanda Novita
article en

Abstract

This study explores the impact of AI-driven product recommendations and chatbot quality on consumer repurchase intention on the Shopee platform, with consumer consideration as a mediating factor. Data were collected through a questionnaire distributed on social media, targeting Shopee users who had previously made purchases. A total of 155 respondents were selected via purposive sampling, and the data were analysed using Partial Least Squares Structural Equation Modelling (PLS-SEM) in SmartPLS 3.0. The results show that AI-based product recommendations do not significantly influence consumer consideration or repurchase intention (p = 0.191 and p = 0.974). In contrast, chatbot quality significantly impacts both consumer consideration (p = 0.000) and repurchase intention (p = 0.004). Additionally, consumer consideration mediates the relationship between chatbot quality and repurchase intention (p = 0.000). These findings suggest that while AI product recommendations are ineffective in driving repeat purchases, high-quality chatbots play a crucial role in enhancing consumer engagement and loyalty. The study provides insights into the effectiveness of AI in e-commerce marketing and emphasizes the importance of chatbot quality in fostering consumer satisfaction and repurchase intention.

Jurnal Bisnis MahasiswaVol. 5(1)
Universitas Internasional Semen Indonesia (ID)
Openalex Percentile: Top 93%
Impact of AI and Big Data on Business and Society
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How Does Artificial Intelligent Impact the Likelihood of Repurchase Intention? — Muhammad Arman Revo Adrian, Muhammad Abdul Wahab, et al. · Jurnal Bisnis Mahasiswa (2025) | TGRS Research Map | TGRS