The country crooners are giving us a sneak peek at the making of the video.
"I knew I wanted Taylor to sing that part because it just fit perfectly," McGraw says of Swift, who sings the voice of someone playing on the radio. "I wanted to do a song with Taylor for a long time."
In the clip, McGraw films his part of the music video "on a lonely road outside of Nashville" on a cold, foggy morning by a river. "I just think it's the perfect setting for this song," he said. "It casts a really good mood for what we're doing." Keith Urban is also featured in the video playing guitar.
McGraw will unveil the entire "Highway Don't Care" video on Monday during a premiere event with Google+ Hangout. He'll also be chatting with fans about his music.
Check out the full behind-the-scenes clip below!