Click on store, then memberships. There are six memberships listed. Number four through six are gift memberships.
I knew it was something simple although I wasn't smart enough to figure it out
I've scratched my head over it in the past. This was even after having already bought a gift membership once. I went to do another one several months later and spent ages trying to figure it out.