Allmusic critic Matthew Greenwald described "Cowgirl in the Sand" as "one of Neil Young's most lasting compositions" and "a true classic".
Allmusic critic Matthew Greenwald described "Cowgirl in the Sand" as "one of Neil Young's most enduring compositions" and "a true masterpiece".