 Dan Macintosh of music website PopMatters claimed that the band's "progressive rock vibe" was "especially apparent" when "Mind's Eye" was performed live, often with an extended keyboard and guitar solo.The music video for "Mind's Eye" was directed by The Malloys, who would later collaborate with Wolfmother again on videos for "Dimension" and "Joker & the Thief".According to Steven Gottlieb of VideoStatic, it depicts the band "wandering around various outdoor settings".