A horseshoe for attaching a non-metallic horseshoe to a horses hoof using an adhesive is described. In one example, the horseshoe includes a first layer composed of an elastomeric material, which forms a body of the horseshoe. The first layer may extend longitudinally from a ground-facing surface of the horseshoe to a portion of the hoof-facing surface of the horseshoe. A second layer is embedded at least partially in and on the first layer. The second layer forms at least a portion of the hoof-facing surface of the horseshoe. The second layer may include an acrylonitrile butadiene styrene (ABS) material, a polyvinyl chloride (PVC) material, and/or an aluminum powder. Also described is a method of making the elastomeric horseshoe.