This pumpkin olive oil loaf cake is simple, cozy, and made for everyday baking. Olive oil keeps it tender, maple syrup adds gentle sweetness, and pumpkin brings all the fall flavor without being overpowering. It’s dairy free, easily gluten free, and not too sweet, making it great for breakfast, snacking, or dessert. If you love pumpkin bread but want something a little softer and more cake like, this loaf delivers.