This document introduces Fairmate Shoppee, an online portal for residential and commercial purchases. It aims to provide customers with an easy and quick shopping experience by recommending products based on problem descriptions. The document then provides background on the rise of online shopping as entrepreneurs capitalized on the potential of virtual storefronts. It notes several advantages and disadvantages of online shopping compared to traditional in-store shopping.