My NotebookLM Research Workflow

I use NotebookLM for the reading I'd otherwise never finish: the annual report, the three transcripts from a client's board meeting, the PDF a colleague sent with a note that just said "thoughts?"

Its best feature is also its rule. NotebookLM answers from the sources I load and nothing else. Every answer points to the passage it came from, so I can check it before I put my name on it. When I listen to the audio version on a walk, I'm listening to my own sources.

If the answer isn't in the documents, the tool says so. That's the feature I'd miss most.

The setup

One notebook per question

Answers come fromOnly the sources you load

Every answerLinks to the passage it used

AudioAn overview you can focus with a prompt

Best forLong documents you need to understand fast

Make one notebook for each client, or each question you're trying to answer this quarter. A notebook that holds everything I've ever read becomes a notebook I stop opening.

The workflow

Five steps from documents to a post

1. 1. Load the sources

   PDFs, links, transcripts and your own notes. Ten good sources beat forty mixed ones.

2. 2. Ask for the claims that repeat

   Use the first prompt below. A claim that shows up in two documents is worth your attention. A claim in one document might be a typo.

3. 3. Check the passage behind every number

   Click through to the source line before you repeat a figure. This takes thirty seconds and saves you an apology later.

4. 4. Generate the audio and set the focus

   Use the second prompt in the Customize field so the overview speaks to the person you're writing for, not to a general listener.

5. 5. Turn the best answer into an outline

   Use the third prompt in Claude, with the answer and the sources attached. Write the story yourself. The outline gives you the structure, and the story is the part only you can add.

Copy, fill in, run

The three prompts I use

Prompt · Source-only question · NotebookLM

Copy

Using only the sources in this notebook, list the three claims that appear in at least two documents.
For each claim, quote the line and name the source.
Then list anything the sources contradict each other on.

Prompt · Audio overview focus · NotebookLM, Customize

Copy

Focus on what this means for [AUDIENCE, e.g. a VP of operations].
Skip the background they already know. Explain the two decisions they will face this quarter.
Keep it under 10 minutes.

Prompt · Post outline · Claude

Copy

Using the answer below and the sources I attached: [PASTE ANSWER]

Write a LinkedIn post outline with:
1. A one-line point of view
2. Three supporting points, each tied to a source I can name
3. A placeholder for my own story: [MY STORY]

Don't write the post yet. I'll write the story myself.

What I watch for

• A summary is a starting point. Read the source passage before you trust the wording.
• Old documents stay in the notebook until you remove them. Check the dates on your sources.
• The audio sounds confident. Confidence in a voice isn't evidence, so check the transcript.

Keep reading

Read this next

The research sideMy go-to Perplexity promptsMeetingsMy Granola meeting setup

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