Certain banks, such as Bank of America and Chase, may sell single stamps through their tellers or select ATMs, though they often carry only full coils. Where to Buy Stamp Books (Alternative Locations)
Some locations are known to sell both single stamps and full booklets, particularly those open 24/7.
If you only need one or two stamps, your options are limited compared to buying in bulk: