The preference of preschool children for interactive traditional paper books has long been proved. More novel than traditional interactive books are the Augmented Reality (AR) books, which took a place in the book market for more than a decade now. For this study, we have used the Mosaic approach as a form of participatory research. The main methods used included children's presentations, interviews, observations, photo-taking, and taking part in a voting procedure. Our findings showed that the requirements for using AR books are not yet met by mobile devices that the youngest users have, so their audience is still limited. Even though the AR book seemed to be more promising for engaging children's attention longer, this was not possible because of the constraints imposed by the very delicate screen handling and children expressed their preference for the traditional interactive book.