The song was written following a recording session for trumpet player Hugh Masekela that Hillman had attended during 1966, a year that saw the bassist blossoming as a songwriter.
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"Have You Seen Her Face" was covered by Southern Culture on the Skids on their 2007 album, Countrypolitan Favorites and Marshall Crenshaw also included a version of the song on his Live...My Truck Is My Home album.
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The Byrds performed "Have You Seen Her Face" on the television programs The Tonight Show Starring Johnny Carson and American Bandstand, as well as featuring it in their performance at the Monterey Pop Festival.
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