almond butter -- yes, your furry friend can enjoy the occasional taste of almond butter. however, not all dogs can digest almonds well so while they're not toxic, proceed with caution. all nuts are high in fat which can upset your pup's tummy so if you want to share roasted nuts or nut butter, limit your dog's intake.