Muleshoe, TX Stats and Demographics for the 79347 ZIP Code. ZIP code 79347 is located in northwest Texas and covers an extremely large land area compared to other ZIP codes in the United States. It also has a slightly less than average population density. The people living in ZIP code 79347 are primarily white.