NotebookLM Prompts for Long Reports From Notebook Sources
Long reports in official NotebookLM from sources you already uploaded: outline, sections, citations to sources, and [VERIFY] when silent. You publish after review.
In short: This page contains 15 copy-paste ready prompts, organized into 5 categories with a description and pro tip for each. The first 5 prompts are free instantly, no signup needed. Hand-curated and tested by the AI Academy team.
Report skeleton
3 promptsOutline with source map
1/15✨ What it does
NotebookLM maps an outline to sources with [VERIFY] on missing coverage. Add sources or cut sections before you draft body text.
From notebook sources only, propose a report outline on [TOPIC] for [AUDIENCE]: H1/H2, one-line purpose per section, which source feeds it. Missing coverage [VERIFY].
Pro tip: Outline first saves hours of rewriting mismatched sections.
Executive summary up front
2/15✨ What it does
NotebookLM writes a 250-word executive summary with source names per paragraph and [VERIFY] on unknowns. Draft body sections only after summary passes review.
Write a 250-word executive summary for [REPORT TITLE] using only sources. Each paragraph ends with source name. Unknown claims [VERIFY].
Pro tip: If summary has many [VERIFY] tags, your notebook is not ready.
Methods section honest
3/15✨ What it does
NotebookLM drafts an honest methods section listing sources and limits without inventing methodology. Keep it in the final report for trust.
Draft a methods section describing which notebook sources were used, date range if visible, and limits of what sources cannot show. No invented methodology.
Pro tip: Methods sections are rare in internal memos but worth it for client work.
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Section drafting
3 promptsOne section per prompt
4/15✨ What it does
NotebookLM drafts one 400-600 word section with inline source names and [VERIFY] gaps. Draft section by section to keep citations clean.
Draft section [SECTION NAME] for [REPORT TITLE]. 400-600 words. Cite source names inline. If a needed fact is absent, [VERIFY] not guess.
Pro tip: Multi-section one-shot drafts blur citations. One section per prompt.
Compare sources section
5/15✨ What it does
NotebookLM compares [A] and [B] on [SUBTOPIC] with conflicts visible. Human owner decides which source governs if they conflict.
Write a section comparing how source [A] and [B] treat [SUBTOPIC]. Table plus narrative. Conflicts stay visible. No merge without source support.
Pro tip: Hidden merge of conflicting sources is the top NotebookLM report failure.
Recommendations with guardrails
6/15✨ What it does
NotebookLM drafts up to 5 sourced recommendations with risks tagged [VERIFY]. Recommendations are proposals until your SME signs off.
Draft recommendations for [AUDIENCE] grounded in sources. Each recommendation: action, rationale, source, risk if source silent [VERIFY]. Max 5 recommendations.
Pro tip: Cap at five recommendations or readers ignore the list.
Citations and quotes
3 promptsPull quotes with limits
7/15✨ What it does
NotebookLM extracts up to 8 short sourced quotes or [VERIFY] when page unknown. Verify quote accuracy against the PDF before publish.
Extract up to 8 short quotes on [SUBTOPIC] from sources with source name and context line. Skip quotes if page unknown and mark [VERIFY].
Pro tip: Long quotes belong in appendix, not body text.
Footnote plan
8/15✨ What it does
NotebookLM lists footnotes needed for [PASTE] and flags unsupported claims [VERIFY]. Add footnotes in Word or Docs yourself.
For draft section [PASTE], list footnotes needed: claim, source name, optional page. Flag claims that need a footnote but lack source as [VERIFY].
Pro tip: Footnote planning before polish beats retroactive citation panic.
Bibliography from notebook
9/15✨ What it does
NotebookLM builds a bibliography from notebook metadata without inventing URLs. Clean titles manually before client-facing PDF.
Build a bibliography of all notebook sources: title, author if visible, date if visible, type. No URLs unless present in source metadata.
Pro tip: If metadata is messy, fix source titles in the notebook first.
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Report variants
3 promptsInternal vs external tone
10/15✨ What it does
NotebookLM rewrites [PASTE] for external tone with a stripped-terms list and [VERIFY] on internal-only facts. Legal reviews external version.
Rewrite section [PASTE] for external [CLIENT TYPE] tone. Same facts and sources, less internal jargon. List stripped terms at end. [VERIFY] if fact needs internal-only context.
Pro tip: External tone pass is not a fact pass. Run fact check again after.
One-page brief from long report
11/15✨ What it does
NotebookLM compresses [PASTE OUTLINE] to a one-page exec brief with verbatim sourced numbers. Exec read first, full report as backup.
Compress full report outline [PASTE OUTLINE] to one page for [EXEC]. Keep numbers verbatim from sources. Drop sections with no sourced numbers.
Pro tip: Compression prompts drop unsourced fluff by design.
Risk section mandatory
12/15✨ What it does
NotebookLM adds a risks section from source implications only with [VERIFY] unknowns. Keeps reports honest when data is thin.
Add a risks and limitations section for [REPORT TITLE] using only what sources imply. No new risks from model knowledge. Unknown risks [VERIFY].
Pro tip: Thin data reports need a visible limitations section.
Before publish
3 promptsConsistency scan
13/15✨ What it does
NotebookLM scans [PASTE] for inconsistencies vs sources in a fix table. Resolve every table row before you export the PDF.
Scan report draft [PASTE] for inconsistent numbers, names, or dates across sections vs notebook sources. Table: issue, location, fix or [VERIFY].
Pro tip: Run consistency scan after merging sections from multiple prompts.
Redaction pass
14/15✨ What it does
NotebookLM lists redaction candidates in [PASTE] with suggested replacement text. You apply redactions manually before share.
List sentences in [PASTE] that should be redacted before external share: PII, unreleased product names, internal metrics. Suggest redaction text. Uncertain [VERIFY].
Pro tip: NotebookLM does not know your NDA list. Paste redaction rules if you have them.
Stop if sources missing
15/15✨ What it does
NotebookLM refuses to invent [SECTION] and lists sources you must upload. Upload real files, then rerun the section prompt.
Act as NotebookLM. I need section [SECTION] but no source covers it. Refuse to invent. List sources I must upload to proceed.
Pro tip: This is the most important guardrail for long reports.
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