Though videos by Hunter Hayes ("I Want Crazy"), Eric Church ("Give Me Back My Hometown"), Kacey Musgraves ("Follow Your Arrow"), Taylor Swift ("Red") and Keith Urban ("We Were Us," with Miranda Lambert) were nominated in the category, they didn't make the final cut, which was determined by online fan voting.
So who is up for the coveted CMT Award? PEOPLE Country can announce exclusively that the final nominees vying for the CMT's top honors are:
Blake Shelton featuring Pistol Annies and Friends – "Boys 'Round Here"
Carrie Underwood – "See You Again"
Florida Georgia Line featuring Luke Bryan – "This Is How We Roll"
Luke Bryan – "That's My Kind of Night"
Miranda Lambert – "Automatic"
Tim McGraw with Taylor Swift and Keith Urban – "Highway Don't Care"
Want to find out who wins? The CMT Music Awards air Wednesday at 8 p.m. ET on CMT. Follow PEOPLE Country for all the latest from the red carpet and backstage!