Nom is the app designed for finding you something to eat while not forcing you travel far for the food. You only need to select the distance you are willing to travel and the app will find recommended restaurants for you. Not only that it will also warn you if a nearby restaurant has an overwhelming amount of low ratings.
When you have found a restaurant you would like to visit you can just click location and instantly have the location of the restaurant show on the map.