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Generative AI systems evaluate reviews for authenticity, identifying fake or bot-generated content through text patterns, behavioral signals, and contextual consistency. Reviews classified as genuine are then analyzed for sentiment, determining whether they express positive, negative, or neutral aspects-based manner.