The convergence of Artificial Intelligence (AI), the Metaverse, and gaming is redefining the landscape of digital interaction and innovation. This synergy offers unprecedented opportunities for social engagement, economic growth, and the development of dynamic, immersive virtual worlds where gaming serves as a cornerstone, providing a rich and interactive medium for users to explore and experience new realities. This study aimed to contribute to understanding the Metaverse, Gaming and Immersion concepts using NotebookLM AI as a research Tool. This study aims to understand how this technology can analyze and project the concept of Metaverse and compare the NotebookLM analysis with text mining tool analysis. NotebookLM AI enhances research capabilities by delivering detailed and conclusive insights into the Metaverse.