Only hotels in 37891 zip code are listed below. Search for cheap and discount hotel rates in Whitesburg, TN for your upcoming leisure or conference / group travel. We list the best 37891 hotels and motels so you can review the Whitesburg hotel list below to find the perfect lodging. Hotels in Hamblen county and area code 423 are also listed.