A leather-based cover material for an inflatable sports ball that consists of a composite of a thin external layer, a filler, and an internal liner. The thin external layer is dimpled by using positive/negative embossing plates to create pebble projections on an exterior side and voids on the other or interior side. The interior side is coated with a filler material that fills the voids. The cover material is completed by attaching a liner layer to the cured filler material.