Here are two most followed food delivery business ideas that can guide any entrepreneur start a food delivery business with less capital. Start a delivery service for your restaurant which will help your business gain more customers and with a delivery service, you can now run a restaurant at your home. And as an entrepreneur with no capital to have a restaurant of your own, you can now start a food delivery business where all you have to do is pick up the food from the restaurant and deliver it at the customers' location.