List of J. C. Penney Stores in Astoria, OR Outlet Note Regular Brands J. C. Penney Oregon Astoria Rating 4.9 based on 79 votes Official Website www.jcpenney.com/ Products Clothing Furniture Bedding NameAddressPhone Name/Address/Phone J. C. Penney outlet - Astoria 1343 Commercial St (503) 325-4741 People Also Viewed