The website's critical consensus reads, "Despite its saucy setup and the always marvelous Helen Mirren, "Love Ranch" is disappointingly flaccid." On Metacritic, the film has a weighted average score of 37 out of 100, based on 23 critics, indicating "generally unfavorable reviews".