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Observational analysis shows algorithm-driven content affects shopping behavior, suggesting the need for consumer awareness.
In the digital age, shopping has progressed much beyond perusing shelves or entering search queries. Consumers' online experiences–whether products, adverts, or content–are increasingly algorithmically selected depending on their digital activity. From social media platforms to online markets, AI and machine learning technologies power customization engines that control what people see. While this can improve convenience and personalize material to user preferences, it also creates a hidden layer of behavioral impact, which is frequently beyond conscious awareness.
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Aghajanyan et al. (2025) studied this question.
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