With the rapid advancement of artificial intelligence technology, traditional book forms are undergoing a profound transformation from physical carriers to intelligent media. This paper builds a framework around the core of an integrated “generation-design-interaction” system and proposes a book form construction model based on artificial intelligence. The research system integrates three modules: content generation, visual design, and interactive experience. It uses AIGC technology to achieve comprehensive output of text, images, and voice. It uses deep learning to achieve content layout and material simulation. It also introduces user behavior modeling and immersive feedback systems in the interactive process to enhance the personalized and immersive reading experience. Based on the constructed model, the paper selects a relevant dataset publicly available on Goodreads in 2024, aggregates the experience feedback from 1,000 users in the experiment, and conducts comparative tests between the intelligent book form system and traditional books. The experimental results show that the AI-built book form has significant advantages in aesthetic perception, interactive performance, and immersive state. This research provides a feasible technical path for future book design and provides theoretical basis and practical guidance for education, publishing, and digital culture.