Both shows are centered around idols and social media. Just like how Bump Up Business features K-pop group OnlyOneOf, Celebrity also features K-pop idols like Yuqi from (G)I-DLE, Minhyuk from CNBLUE, Junho from 2PM, Hyosung from Secret and Five Girls, Bora from Sistar, and more.