Yes, Target do sell stamps but not all Target stores. It is generally advisable to contact the store and ask for the stamps before visiting the desired Target store. There are more than 48,000 locations where to buy stamps across United States and people who sells stamps. You can visit any of the places listed above to get the stamps.