T.J. Maxx, Marshalls, and HomeGoods have kicked off their famous "yellow tag" sale, where shoppers can score the lowest prices of the year.

A quick note on those clearance price tags you see in stores: The first markdowns at T.J. Maxx and Marshalls always bear a ...