The Safeify project was motivated by the need to find a better quality and safety metric for online consumers as product ratings are not that reliable due to bots and paid reviewers. Also, there is no known metric or model that flags safety concerns such as recalls and multiple incident reports of products. The goal of the Safeify model is to help consumers by predicting unsafe and poor quality products that could lead to dissatisfaction.