Only hotels in 40003 zip code are listed below. Search for cheap and discount hotel rates in Bagdad, KY for your upcoming leisure or conference / group travel. We list the best 40003 hotels and motels so you can review the Bagdad hotel list below to find the perfect lodging. Hotels in Shelby county and area code 502 are also listed.