The deal comes after the South African Retail group lost out in a battle with Sainsbury's to buy Argos owner Home Retail Group in March.
It already owns furniture firm Harvey's and the Bensons for Beds chain.
Shares in the discount retailer rose 12 percent following the announcement.
