This shop with museum caters especially for tourists. Although the normal flower season for tulips is April/May, this shop has tulips in full bloom year round.
You can buy tulips here, tulip related souvenirs, and visit the small museum about tulips (admission fee applies).
Amsterdam Tulip Museum