"Three Little Beers" was filmed on location in Los Angeles, California on October 9–12, 1935; it features more outdoor locations than any other Stooges film. The golf course featured was Rancho Golf Course, on Pico Boulevard and Patricia Avenue in Cheviot Hills, located across the street from 20th Century Fox studios. The scene featuring rolling beer barrels chasing the Stooges down a hilly street was filmed off of Echo Park Avenue in Los Angeles. This is the second of sixteen Stooge shorts with the word "three" in the title.