Reasons why Rabbit Meat is a great choice for dogs and dog treats! ... Rabbit meat is lower in cholesterol than most other protein sources, containing minimum amounts of saturated fats. The healthy fats in rabbit meat will keep your dog's joints lubricated and coat shiny. Vitamin B12.