Allmusic critic Matthew Greenwald described "Cowgirl in the Sand" as "one of Neil Young's most lasting compositions" and "a true classic".
According to Allmusic, critic Matthew Greenwald considered "Cowgirl in the Sand" to be one of Neil Young's most enduring creations and a true classic.