Reindeer are herbivorous animals, meaning they eat plants and other vegetation. Some of their favorite foods include lichens, shrubs, grass, and tree branches. They are also known to eat certain fruits and berries when available. Reindeer need a diet rich in fiber and nutrients to maintain their health and energy levels.