Last year's winner Carly Pearce is also nominated for the award.
Kelsea Ballerini and Brothers Osborne complete the line-up of nominations for the coveted accolade.
The winner of the highly competitive category will be announced on Feb. 4, 2024.
The award ceremony takes place Sunday, February 4, 2024.
A slew of top country tunes reigned supreme as the nominations were announced for the 66th Annual Grammy Awards.
The list of candidates is completed by Gracie Abrams, Fred Again, Ice Spice and Coco Jones.
