Probably because we don't need to. There are other, more palatable foods.
Some western cultures do eat seabirds as a delicacy, such as Iceland where they east smoked puffin and guilliemot, and the Western Isles of Scotland where they still eat the guga - steamed gannet chick. The meat is described as very oily and very fishy - an aquired taste.