I Can Only Imagine is based on the story of Bart Millard, lead singer of the Christian group MercyMe. ... Through a lot of soul-searching, determination, and forgiveness, Bart and the rest of MercyMe finally find their way to become the well-known Christian band we know today. This movie stars J.