Gomez previewed three snippets of the song on her Snapchat and it was expected to be released sometime during 2016, but it was not released. Gomez performed the song on her Revival Tour for the first show in Las Vegas on May 6, 2016, at the Mandalay Bay Events Center. It remained apart of the setlist and was continuously performed throughout the tour. The song received positive reviews from Gomez's fans and for her songwriting efforts.
In late December 2019, "Feel Me" was rumored to appear on the vinyl version of her second major-label studio album, Rare, when it appeared on an online vinyl listing. This edition of the album was released on February 21, 2020.
On February 20, 2020, it was announced that "Feel Me" would be released the next day online as a single and also on vinyl.
|January 10, 2020 • 41:53 • Interscope Records|
|Released||A Sweeter Place • Back To You • Bad Liar • Crowded Room • Cut You Off • Dance Again • Feel Me • Fetish • Fun • It Ain't Me • Kinda Crazy • Let Me Get Me • Look At Her Now • Lose You to Love Me • People You Know • Rare • Ring • Vulnerable • Wolves|
|Unreleased||Flawless • Grateful • Higher Or Heaven • Intro • Out Of My Head • Stained • That's Why I Love You|
|6LACK • Gucci Mane • Kid Cudi • Kygo • Marshmello • Selena Gomez|