NotebookLM and Zotero: Move Research Sources With Provenance

Zotero is a free reference manager that collects PDFs, web pages and metadata for academic and professional research. Gemini Notebook, the current name for NotebookLM since July 2026, lets you query a focused set of documents with source-grounded answers. Moving sources from Zotero to a notebook lets you use Gemini Notebook's Q&A features on your curated library. Tools like fenbs can keep the source references, research decisions and next steps that come out of that process in one place, readable by any AI app you use next.

For more context on related workflows, see /blog/notebooklm-alternatives and /blog/agentic-workflows. If your project also needs agile task tracking, /blog/agile-workflow covers the workflow side.

What Zotero and Gemini Notebook each do

Zotero collects and organizes research: it saves PDFs, extracts metadata (authors, titles, publication dates, DOIs), stores your annotations and lets you export citations in hundreds of formats. It is a library and a citation manager, not a Q&A tool.

Gemini Notebook is a Q&A tool: you upload a focused set of documents and ask questions about them. It is not a library; it has a source limit per notebook and is designed for a specific research question, not for managing a large ongoing collection. The two tools complement each other: Zotero is the library, Gemini Notebook is the reading room.

Exporting from Zotero in a format Gemini Notebook accepts

Zotero does not have a direct export button for Gemini Notebook. The practical path is to export the PDFs of your selected items from Zotero, then upload those PDFs to the notebook. In Zotero, select the items you want, right-click and choose to show the file in its folder, then upload the PDFs to the notebook's source panel.

Zotero can also export a collection as a list of citations or metadata in formats like RIS or BibTeX. These text-based exports can be added as sources, but they contain only metadata—titles, authors, abstracts—not the full text. If you need Gemini Notebook to answer questions about the content of a paper, you need the PDF, not the citation record.

For web pages saved in Zotero, the most reliable transfer is to re-add the original URLs as web sources in Gemini Notebook rather than uploading Zotero's saved snapshot. Snapshots can be incomplete and the notebook may produce better results from the live URL.

Moving sources with provenance

Provenance means knowing where a source came from, who wrote it, when and in what context. Zotero stores this metadata automatically. When you move a PDF to Gemini Notebook, that metadata does not move with it; the notebook sees the file but not the DOI, journal name or author affiliation.

Keep the Zotero record as the authoritative reference and treat the notebook as the reading tool. When Gemini Notebook cites a passage, note the file name and find the matching Zotero entry to confirm the full provenance before using the citation in a report or paper.

Third-party Zotero plugins and Gemini Notebook access

At the time of writing, there is no official Zotero plugin for Gemini Notebook. Third-party plugins exist in the Zotero community for exporting to various tools, but their availability changes frequently. Before relying on a plugin, check that it is actively maintained, that it handles the file types you use and that it does not store your research on its own servers.

A simpler and more reliable approach for most users is the manual export described above: find the files in Zotero, upload them to the notebook. This takes a few minutes and gives you full control over which sources move and in what format.

Zotero's own PDF reader and annotation features are a useful complement to Gemini Notebook's Q&A. Annotate and highlight in Zotero where careful reading is needed; use Gemini Notebook for broad questions across many sources. The two tools serve different stages of a research workflow and work well in sequence rather than in competition.

How to do this with fenbs

fenbs does not connect to Zotero or Gemini Notebook directly. It keeps the decisions and research progress that your Zotero-to-Notebook workflow produces, in a shared record that any connected AI app can read at the start of a future session. This is especially useful for longer research projects where multiple sessions and tools are involved.

1. Create a free account and open or add a project for the research question.
2. After uploading sources from Zotero to Gemini Notebook, add each source reference to the project's Links and listings with the Zotero item link and a status note.
3. When the notebook's answers lead to a research decision—which sources to trust, which claims need further checking—record it in Decisions and rules.
4. Save key findings and unanswered questions as tasks and context notes so the next session starts with what is known and what is not.
5. Connect Claude, ChatGPT or another AI from Integrations to read the project context and continue the research without repeating completed steps.