Like ripe tomatoes, dogs can safely consume cooked tomatoes too. Many dog foods, in fact, have tomato pomace as a common ingredient. Tomato pomace is essentially a by-product of tomato or it is whats left over after the tomatoes have been processed for juice, soup, ketchup, etc. Pomace typically consists of tomato skin, seeds, and pulp.