List of J. C. Penney Stores in Olathe, KS Outlet Note Regular Brands J. C. Penney Kansas Olathe Rating 4.9 based on 79 votes Official Website www.jcpenney.com/ Products Clothing Furniture Bedding NameAddressPhone Name/Address/Phone J. C. Penney outlet - Olathe 934 W 6th St,Olathe,Ks,66061 (913) 541-2398 Fedex Office Print outlet - Olathe 15014 S Blackbob Rd (913) 393-0953 Fedex Office Print outlet - Olathe 2099 E Santa Fe St (913) 780-6010 People Also Viewed