I live in a pretty large major city, and I recall that during Thanksgiving my responsibility was to get vanilla ice cream to complement the dessert. I was like, no biggie it's the most common boring flavor, shouldn't be hard to find.
Every single supermarket I went to was out of vanilla ice cream.