When you target an area close to where you live, you can spend time in that neighborhood and really learn the market. Walk the streets and talk to the neighbors. Tell them that you want to buy a house in their neighborhood and ask them if they know of anyone who wants to sell. You are complimenting them on living in a nice neighborhood. You will be surprised at how helpful they will be.
