Quick take
NotebookLM is a research tool from Google that only answers from the sources you give it, and it cites where each answer came from. That grounding makes it strong for studying, briefing, and working through a stack of documents. Its audio and video overviews turn your sources into a spoken or watchable summary. The limit is the point: it will not go beyond what you upload, so it is not a general assistant.
Best fit
Use NotebookLM when you have a defined set of sources, such as research papers, a contract set, meeting notes, or product docs, and you want grounded answers instead of open-ended generation. It fits students, researchers, operators, and founders who need to understand material fast.