I have ordered a new belly band from Ozark in the past, to accommodate a wider-around horse. They have multiple sizes, A,B, and Shetland and can even have something custom made, too. Look in their harness parts section.
This way the belly band is wider and rests evenly on the horse, too.
Andrea