Fake reviews refer to fabricated or misleading customer feedback posted online with the intent to deceive potential buyers. These reviews can either be overly positive to boost a product's or service's reputation or excessively negative to harm a competitor. The prevalence of fake reviews has become a significant concern in e-commerce and digital marketing landscapes.