Highlights•Exposure to tobacco imagery through films and episodic programs contribute to tobacco use and initiation among young people.•Prevalence of tobacco imagery and in popular music videos across multiple genres have not been well researched.•Results highlight the prevalence of tobacco imagery in music videos that are very popular with youth and young adults.•There is a need for efforts to reduce exposure to tobacco imagery within youth-oriented entertainment.