no, "eatery" is not a word in a dictionary
I can't stand the invented word “eatery” There are 2 restaurants in San Diego that use it to describe itself - I really try to avoid them. One of them started to follow me on Twitter. Sorry, but you're really piquing at my autistic side - can't follow back.