Tracked by Evreward since 2016, Sleep Number offers coupons, cash back rebates and rewards. Sleep Number discount coupons are plentiful, usually available every month. Even when Sleep Number doesn't have a coupon, you can always get up to 16% cash back, and other great rewards, with every purchase.