And yes, you absolutely are supposed to judge a book by the cover. That’s the whole point of cover art/dustjackets- to tell you what’s inside.

For real! Unless it’s the reprint of a classic. Then they slap just any old picture onto them. I have a Yasushi Inue novel that looks as if it was a pulp samurai-western. The book does at least heavily feature samurai, though.