After all, this is more of a book than a game
If it is a linear "game", yes. Same goes for kinetic visual novels.
But even regular books can feature illustrations. In the extreme variant you have a graphic novel comic book.
There is even those chose your own adventure books. Some with dice rolls and other rules https://itch.io/physical-games/tag-solo-rpg ;-)