The cave they pull into during the car chase is none other than Bronson Cave, known to millions for its use in such films and TV shows as Batman (1966), Invasion of the Body Snatchers (1956) and It Conquered the World (1956).
Several scenes were recreated in Dolemite Is My Name (2019), although that film is ostensibly about the making of Dolemite (1975), this film's predecessor.
This film was shot at various locations without permits.