Each face shape has wig style that best flatter its frame. However, most customers purchase wig without understanding their face structure and what best fit their shape. Recommending styles that can cover the unflattering features to the customers can expedite their decision making and improve satisfaction. After categorizing the face shape largely into 4 shapes, Oblong, Round, Square, and Diamond, and most suitable styles are listed out