According to MasterClass, the most common ingredients added to enriched doughs are butter, eggs, milk, and sugar. The resulting enriched breads, such as challah, brioche, and milk bread, tend to be more rich, fatty, and flavorful than more basic breads such as baguettes, sourdough, and bagels.