"Mistaken for Strangers" is a song by Brooklyn-based indie rock band The National from their fourth studio album, Boxer. The song was released on April 30, 2007 in the UK and May 1, 2007 in the US as the album's first single.

"Mistaken for Strangers" has received mostly positive reviews from music critics. Rob Sheffield of Rolling Stone and Louis Pattison of The Guardian each praised the song as one of Boxer's standout tracks, with Pattison adding that the song is "gloomily great." Heather Phares of Allmusic said the song "touches on the side of the band that could be mistaken for a more hopeful Joy Division, if lyrics like 'You wouldn't want an angel watching over you? / Surprise surprise, they wouldn't want to watch' can be counted as hopeful." Dennis Scanland of Music Emissions said it is "an infectingly beautiful upbeat song that is calling out to be the best track this year." Ian Cohen of Stylus Magazine described the song as "corrosive but ingratiating, backing up [vocalist Matt] Berninger's loopy melodies with little more than spiny, corrugated behind-the-bridge picking and brick-solid godbody drumming from Bryan Devendorf."

However, Ted Grant of Playlouder said the song, along with album track "Brainy," features "some especially overbearing stickwork and neo-sing-a-long choruses that don't really suit" the band.

The song's title was also given to the 2013 documentary film Mistaken for Strangers which premiered April 17, 2013 at the Tribeca Film Festival in New York City. The film takes place in 2010 as the band prepares to dive into the international spotlight. The National’s lead singer Matt Berninger invites his brother Tom to join the band on tour for the latter's directorial debut.

The music video for "Mistaken for Strangers" was filmed in Berninger's Brooklyn apartment, and was released in May 2007. The video was directed by Thread-Count, a collaboration between Berninger's brother Tom, Ryer Banta, and Hope Hall.

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