During the filming of the video, after the extras had been sent home, Streisand sang live to the audio track for her close-ups. Peter Afterman was there (he coordinated various business matters for the Guber-Peters Company for
The Broadway Album). He told biographer Karen Swenson: “Because she didn't want to sing to a bunch of empty seats, [CBS music video coordinator] Jeanne Mattiussi, myself, (producers) Glenn Goodwin and Cindy Chvatal were treated to what I considered to be a private concert of that one song. We were all seated in the second row and Barbra sang right to us ... when I sat in that theater, the first time she started to sing I got chills. My eyes teared up a little bit because I was so blown out. The impact of each performance was amazing. I turned to the others and we all exchanged knowing glances. She really, really moved us.”
Friedkin added stock footage of the universe to open the video and give it “a glimpse of infinity” (as the Bergmans wrote in their liner notes for the album); The helicopter footage of Los Angeles that followed the galaxy footage was lifted from Friedkin's 1985 cop thriller, To Live and Die in L.A. And the theater skylight footage was of the Ritz Theatre in New Jersey.
Columbia Records and its president Walter Yetnikoff may have ruffled some feathers over at MTV when they tried to get Streisand's video played (despite the fact that MTV really appealed to rock, heavy metal, and pop fans.) “Barbra Streisand tortured me on a daily basis,” Jeanne Mattiussi, an executive and music video promoter at Columbia, said. “She used to call at the crack of dawn. She was intent that she belonged on MTV. The directive to get her ‘Somewhere’ video payed came from the top [of Columbia], from Walter Yetnikoff and Al Teller.”
Streisand donated all proceeds from the single of “Somewhere” to the PRO-Peace organization and to the American Foundation for AIDS research.
Over twenty-five years later, Streisand lent her original vocal to a duet with eleven-year-old Jackie Evancho. The song appeared on Evancho's debut album,
Dream With Me, produced by David Foster. A few months after the album was released, the two appeared in a television special —
Dream With Me In Concert. Evancho sang “Somewhere” on the special, with Streisand appearing on a big screen behind her. Streisand's footage was from the original “Somewhere” music video, and fans can spot several outtakes which were not used in the 1985 music video!