In this document, we talk about reviews, reviews are available online. these reviews play an important and critical role in purchasing and decision-making of consumers. Consumers want to find useful information as rapidly as possible throughout their investigation. In this sheet, we take the example of amazon how they provide genuine reviews to users and optimize them using various methods.