Although unseen as a person, he speaks with a heavy African-American accent, suggesting he is a satire of judges such as Judge Mathis or Judge Joe Brown. He also mentions that he is politically right-wing.
Grady is an extremely misogynistic host who always favors the man in a case, while making sexual advances or mockery towards most of the women on the show while otherwise viewing them as inferior to men. He generally seems to have quite poor judgment; instead of actually ruling in favor of the plaintiff or defendant, Judge Grady forces both litigants to participate in a deadly contest, which is chosen by the courtroom audience to determine who wins the case. This is shown in one episode, where a man addicted to Loot and Wank shoots his wife, who blamed him for being abusive to her.