How do bakers accommodate dietary restrictions (e.g., gluten-free, vegan, nut-free) when creating custom baked goods, and what are some of the alternative ingredients used?

How do bakers accommodate dietary restrictions (e.g., gluten-free, vegan, nut-free) when creating custom baked goods, and what are some of the alternative ingredients used?