Target took the 21st spot out of a list of 46 retailers ranked for their customer service. Zappos.com took the top spot followed by Amazon.com and LL Bean. Walmart was ranked 27.

Other retailers in the top ten include Overstock.com (4), JCPenney (6) and Kohl's (7).