"That tool called NotebookLM I tried out a while ago seems to have changed its name, but can we actually use it in our work?" Recently, we received this inquiry from the managing partner of a regional certified tax accounting firm. Although they had tried it briefly, hearing the name changed caused them to hesitate, wondering if it had turned into an entirely different product.
Many people likely share similar confusion. Judging by the name alone, it may look like a massive overhaul, but what actually changed was the signage; its internal usability remains largely the same. In fact, reviewing what this tool can do right now will prove highly effective for internal research and knowledge organization. In this article, we outline what changed and what remained unchanged with the renaming, and how SMBs, licensed professionals, and consultants can put it to practical use.
What changed and what did not with the renaming
In July 2026, Google renamed the tool previously offered as NotebookLM to Gemini Notebook. The reason was integration into the Gemini ecosystem, Google's suite of AI offerings. They removed technical terminology meant for engineers—LM standing for Language Model—from the branding and aligned the logo with Gemini's blue-purple gradient. In short, the branding was clarified to signify that this is part of Gemini.
On the other hand, what matters more to users is what did not change. The product continues to be provided as a standalone application, and its positioning as a tool remains unchanged. With over 30 million users and more than 600,000 organizations worldwide reported to be using it, previously created notebooks will not vanish, nor do you need to relearn how to use it from scratch.
| Dimension | Status after renaming |
|---|---|
| Name and logo | NotebookLM → Gemini Notebook. Adopted Gemini gradient logo |
| Deployment Model | Continues as a standalone app as before |
| Basic user experience | The workflow of ingesting documents for summaries and Q&A remains identical |
In other words, rather than viewing it as a complete rebuild into something different, it is sufficient to understand it as unifying the name under the broader Gemini umbrella. Anyone who used NotebookLM in the past can continue using it smoothly. An overview of features prior to the renaming is also detailed in our commentary on the latest updates to NotebookLM, which should help you grasp the evolution when reviewed together.
Features added along with the rename
Beyond the name change, several new features have been added. Here are two that are likely to benefit day-to-day SMB operations.
One is the ability to natively write and run code within Gemini Notebook. This lets you aggregate and process uploaded data on the spot, enabling deeper analysis and outputs in new formats than before. This feature will initially roll out early to Google AI Ultra users as well as Workspace AI Ultra Access and AI Expanded Access users, with plans to expand gradually to all Web Pro users over the coming weeks. Just keep in mind that when it becomes available for your company will depend on your current subscription plan.
The other is tighter integration with the Gemini app and Google Search's AI Mode. Notebooks created in Gemini Notebook can now be used in sync with the Gemini app and AI Mode on the Search side. This improvement allows you to pull up notebook contents directly from your usual Gemini entry points without jumping between tools. For an overview of how to leverage Gemini across your entire Workspace, see our Guide to Leveraging Gemini in Google Workspace as a foundation when considering internal rollout.
How SMBs and professional services firms can use it
Here is the core point. In short, Gemini Notebook is an "AI that answers solely based on the materials you provide." Rather than gathering information from across the entire web, it generates summaries and answers questions with citations based on your uploaded company documents, meeting minutes, contracts, research PDFs, and more. This characteristic is precisely why it is such a great fit for the practical work of SMBs and professional services firms.
Its benefits can be broadly divided into two main areas.
| When to use | Specific example |
|---|---|
| Eliminating dependencies on specific individuals for internal knowledge | Upload past meeting minutes, manuals, and proposals; when new employees ask "What happened with this project?", they receive an answer with source citations. |
| Laying the groundwork for research | Have it summarize lengthy PDFs such as regulatory documents or industry reports, allowing you to grasp the key points and sources first before checking the original text. |
For example, at a tax accounting office or consulting firm, uploading several years' worth of regulatory notices and internal memos allows anyone to quickly retrieve the background context of an account even if the person in charge changes. Information that previously existed only in veterans' heads can now be looked up with citations. Furthermore, using Audio Overview—which provides an audio explanation of the materials—allows you to catch key points by listening while on the move.
The crucial point is that this is not a "tool to completely outsource your research," but a "tool to speed up your preparation." Positioning it as a way to ease information organizing ahead of time—with the understanding that final decisions and deliverables remain human responsibilities—makes failure far less likely. For ideas on what specific instructions work best, the principles in our Gemini Business Prompt Collection can be applied directly.
Behind the convenience: Confidentiality and fact-checking remain human jobs
This is an essential point to remember. Because Gemini Notebook works by ingesting your company documents, you need internal rules defining what is permissible to upload. If you handle highly sensitive materials such as contracts or customer data, you should check the data-handling terms of your subscription plan and establish clear boundaries by department or account regarding what can and cannot be uploaded. Avoid feeding in documents indiscriminately just because it is convenient.
Another principle is that fact-checking outputs must be done by humans. While Gemini Notebook is designed to cite sources—making it easier to trace evidence than general AI tools—summaries can still miss nuances in the source text or smooth over fine details. In professions where mistakes directly impact credibility, such as legal, accounting, or consulting, always verify final figures and conclusions against the primary sources. Building this extra step into your operational rules lets you balance convenience with security.
Execution matters more than the name
The rename to Gemini Notebook is not a shift into something entirely different; rather, it simply aligns the name under the Gemini brand family. At its core, it remains a tool for summarizing and Q&A on your internal materials with citations, effectively eliminating knowledge silos and accelerating research preparation. On top of that, it has now gained code execution and integrations with Gemini and Search. Rather than getting distracted by the name change, organizations that clearly define their operations—deciding what to upload and where human verification is required—will quietly reap the real benefits.
Whether you want to map out how far Gemini can be integrated into your workflows on Google Workspace, or consult on where to start when breaking down internal knowledge silos, feel free to reach out for a Free IT & Google Workspace Consultation with GleamHub. We will work with you to determine a smooth, manageable starting scope tailored to your operations and data sensitivity.
