I mean visual novels are more graphic novel than audio book, especially since most of them don’t have voice acting.

But they’re still video games just as much as text-based-adventure games. You control the actions happening in the story and can interact with it, some having gaming elements like minigames or an inventory system. I don’t see why they wouldn’t be called games.