They are dry due to over mixing or over baking. Remember to mix just enough to combine the ingredients. To make sure that the cups aren't over baking, make sure to always use an oven thermometer to make sure the oven is cooking correctly. Cook at the lowest amount of time. If your oven cooks faster on a normal basis, use that information to apply that data to all your recipes.