Country at Heart was filmed in Canada, despite the film itself taking place in a small town in Tennessee called Silverado.
Filming wrapped in late August 2019.
Was originally set to air on October 5, 2019 as part of The Hallmark Channel's 2019 "Fall Harvest" lineup, but was pulled from the schedule some three weeks prior. It was eventually rescheduled to June 6, 2020 as part of the 2020 "A Little Romance" lineup, much like fellow pulled film Love Under the Olive Tree (2020), but again it was pulled from the schedule just a couple of days before it should have been broadcast. It finally aired some four months later as the third of five originals film in The Hallmark Channel's 2020 "Fall Harvest" lineup.
Jessy Schram performed all of her own vocals.