To start a  food delivery app business in dubai, research your target market, create a business plan, obtain necessary licenses and permits, establish partnerships with local restaurants, build an efficient delivery infrastructure, develop a user-friendly website or app, implement effective marketing strategies, and provide excellent customer service.