"Alone with You" is a song by Australian band Sunnyboys. It was written by lead singer-guitarist, Jeremy Oxley, and was the second single released in October 1981, on Mushroom Records, from their self-titled debut album, which had appeared in the previous month. The single was produced by Lobby Loyde and engineered by Colin Freeman at Alberts Studios, Sydney. "Alone with You" reached No. 28 on the Kent Music Report singles chart.

In October 1980, Sunnyboys recorded four tracks produced by Lobby Loyde: "Love to Rule", "The Seeker", "What You Need" and "Alone with You". They appeared on the band's self-titled and independently released 7" EP via Phantom Records in December that year. The initial pressing of 1,000 copies sold out in two weeks; it was later remixed and reissued as a 12" EP.

After signing with Mushroom Records "Alone with You" was re-recorded and issued as their second single in October 1981, which reached No. 28 on the Kent Music Report singles chart. It was included on their eponymous debut album, which had been released that September.

In the liner notes of the compilation album, Sunnyboys, Our Best of (December 2013), Jeremy Oxley wrote "'Alone With You' was picked as the second single off the album although I always thought it was the song with the most potential to be a hit. It was written at Longdown Street in between going to Art School and rehearsals... It was partly about a chick I knew and partly a generalisation about the pent up feelings of teenage lust and love."

The song was one of two the band performed during a November 1998 reunion for the Mushroom 25 Live concert to celebrate the label's 25th anniversary. Mushroom re-released the single in 1998 following the concert as part of their limited edition Classic Mushroom Singles series.

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