When you place/relocate your home look for a block/zipcode that's *completely* green. Then have you and your friend pick locations in that block at the same time - that way you don't have to worry about the neighborhood filling up before you both move in.
I placed my new home in the 133860 range and it's virtually empty, so there's plenty of empty neighborhoods out there! Hope that helps. heart