After releasing their lead single, “Tequila,” in January, Dan + Shay gave fans the second taste of their upcoming third studio album by releasing “All to Myself” on May 3.

One week later on May 9, the duo dropped a new video for the song, which depicts them hiding in the shadows as they belt out the ballad.

Dan + Shay released their sophomore album, Obsessed, almost two years ago in June 2016. The duo recently netted two CMT Music Awards nominations and will hit the road with Rascal Flatts in June.

Watch the video for “All to Myself” below.