"Cherokee Rose" was well received by television critics, who praised the episode's storylines and character development. Upon initial airing, it garnered 6.29 million viewers and attained a 3.4 rating in the 18-49 demographic, according to Nielsen ratings. "Cherokee Rose" became the highest-rated cable program of the day, as well as the second highest-rated cable program of the week.