Although the character initially seems to be a man who is just interested in his appearance, the audience learns more about him as the show goes on. Ali found it difficult to give Guddu a personality that goes beyond his appearance.

Ali said in a recent conversation that he was first offered the character of Munna, which Vikrant Massey ultimately played. While working on Mirzapur, he also talked about his "biggest insecurity" on set.