'Supreme' is an expensive US skateboarding and clothing brand, worn by some male adolescents to attempt to signal status. However, the brand is not looked upon favorably by many, and is seen as over-priced and low quality. Hence, the idea of him browsing an online store for clothes by Supreme indicates his clueless and transparent attempt to appear fashionable and cool.