Abstract

Abstract: Employing a mixed-methods approach, the study combines quantitative data from a survey and qualitative data from interviews with marketing professionals. Survey results demonstrate that personalized marketing messages based on sentiment analysis lead to a significant increase in customer engagement (click-through rate, purchase intent) and positive brand perception compared to generic campaigns. Qualitative interviews with marketing professionals reveal the potential of AI sentiment analysis for gaining deeper customer insights and tailoring marketing content, promotions, and ad creation..

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