You can substitute juice or milk instead of water in cakes. However, follow these precautionary measures: For juice, you may only use fresh. Canned juices contain methyl silicone that can prevent cakes from rising to their full potential. Fresh juice should be used in ratio with water to avoid a dry, coarse texture. For milk, use the exact amount specified by the recipe.