<p>Advanced therapeutic medicinal products represent a broad spectrum of biopharmaceutical innovations that prominently feature cell and gene therapy formulations. These cutting-edge therapeutic modalities are specifically engineered to intervene in and prevent illnesses that historically necessitated continuous, long-term management. To visually portray the most recent trajectories in cell and gene therapy investigations and to map out prevailing global advancements, a bibliometric assessment was conducted. This analysis meticulously sourced its data from the Web of Science Core Collection database and was significantly enhanced by analytical platforms such as VOSviewer and CiteSpace. Cell and gene therapy products demonstrate considerable promise for both foundational scientific inquiry and diverse clinical interventions, with their utility now extending far beyond cancer treatment to encompass a wide array of other pathological conditions. This paper provides a comprehensive examination of the evolving trends, collaborative endeavors, and burgeoning frontiers within the dynamic landscape of cell and gene therapy products.</p> Graphical abstract <p></p>