Born Rachel Zoe Rosenzweig in New York City, she grew up in Millburn, New Jersey and graduated from Millburn High School. She later studied sociology and psychology at George Washington University. Before working as a stylist, Zoe worked at Gotham and YM magazines. She dropped her last name in favor of her middle when she began her career as a fashion stylist, as Rosenzweig sounded "too Jewish".