Best for
- B2B teams that need gated assets quickly
- Product marketers launching a new category narrative
- Demand gen teams building campaign lead magnets
Turn a rough topic into a credible, designed white paper using AI for research, outlining, drafting, editing, visual structure, and final PDF production.
Produce a polished 8-12 page white paper with source-backed arguments, executive-ready structure, visuals, and a downloadable PDF.
Quick view
Check the audience, core tools, and access before you start the detailed steps.
Best for
Core tools
6 tools used across the workflow.
Access
The complete workflow is available from the first step through the final result.
Why this works
Most white papers stall because research, writing, SME review, and design happen as separate handoffs. This workflow compresses the process by using AI to create structured drafts and design-ready sections while keeping human review focused on accuracy and point of view. The result is faster production without turning the asset into generic AI filler.
Expected results
Production time
48 hours
Realistic when the topic, thesis, and reviewer are available before starting; AI compresses research, outline, draft, and layout preparation.
Asset output
1 finished PDF + launch copy
The workflow includes both the white paper and the promotional copy needed to publish and distribute it.
Manual time saved
20-30 hours
Traditional white paper production often requires separate research, writing, editing, and design handoffs.
Quality control
Source-backed draft
The workflow separates research, synthesis, drafting, and design so the human reviewer can validate claims before final export.
Step-by-step workflow
This workflow is fully available. Follow the steps below to build the system from start to finish.
30-45 min
30-45 min
Before researching, define the one audience and one decision the white paper should help with. Work in claude and capture the concrete operating details: source links, buyer context, audience, claims, proof points, owner, review status, and the final deliverable link. When you use the prompt template attached to this step, paste the real source material, name the expected output sections, and ask the model to flag uncertainty instead of filling gaps. Before moving on, check that every claim has a source, every assumption is labeled, and unsupported claims are removed; the expected handoff is An approved editorial brief that fixes the audience, decision, thesis, CTA, and evidence rules.
An approved editorial brief that fixes the audience, decision, thesis, CTA, and evidence rules.
A narrow decision brief produces a more useful white paper than a broad topic such as 'the future of AI.'
Create an editorial brief for a research-backed white paper.
Topic:
{{topic}}
Primary reader:
{{primary_reader}}
Decision the reader needs to make:
{{reader_decision}}
Our point of view:
{{point_of_view}}
Approved internal proof:
{{internal_proof}}
CTA:
{{cta}}
Claims that need external evidence:
{{claims_needing_evidence}}
Return:
1. Reader situation
2. Core problem
3. Recommended thesis
4. Three supporting arguments
5. Scope and exclusions
6. Evidence required for each argument
7. Recommended CTA
8. Claims that must not appear without verification
9. Review questions for the subject matter expert
Do not invent statistics, customer outcomes, or market claims. Mark missing information as NEEDS INPUT. A human owner must approve the thesis and evidence boundary before research starts.2-3 hours
2-3 hours
Use Perplexity to research each approved argument separately rather than asking for one broad report. Work in perplexity and capture the concrete operating details: source links, buyer context, audience, claims, proof points, owner, review status, and the final deliverable link. When you use the prompt template attached to this step, paste the real source material, name the expected output sections, and ask the model to flag uncertainty instead of filling gaps. Before moving on, check that every claim has a source, every assumption is labeled, and unsupported claims are removed; the expected handoff is A research pack with traceable evidence mapped to each approved argument.
A research pack with traceable evidence mapped to each approved argument.
One strong primary source is more valuable than five articles repeating the same unverified number.
60-90 min
60-90 min
Add only the approved sources and internal materials to one NotebookLM notebook. Work in notebooklm and capture the concrete operating details: source links, buyer context, audience, claims, proof points, owner, review status, and the final deliverable link. When you use the prompt template attached to this step, paste the real source material, name the expected output sections, and ask the model to flag uncertainty instead of filling gaps. Before moving on, check that every claim has a source, every assumption is labeled, and unsupported claims are removed; the expected handoff is A source-grounded evidence ledger with support, caveats, and contradictions for every major claim.
A source-grounded evidence ledger with support, caveats, and contradictions for every major claim.
NotebookLM is most useful when the source set is curated first. A noisy notebook produces confident summaries of weak material.
45-60 min
45-60 min
Use Claude to turn the approved brief and evidence ledger into an argument map. Work in claude and notebooklm and capture the concrete operating details: source links, buyer context, audience, claims, proof points, owner, review status, and the final deliverable link. When you use the prompt template attached to this step, paste the real source material, name the expected output sections, and ask the model to flag uncertainty instead of filling gaps. Before moving on, check that every claim has a source, every assumption is labeled, and unsupported claims are removed; the expected handoff is A section-by-section argument map that connects every major claim to evidence and reader value.
A section-by-section argument map that connects every major claim to evidence and reader value.
Fix weak logic in the outline. Polishing prose cannot rescue a section that has no evidence or no reason to exist.
3-5 hours
3-5 hours
Draft one section at a time in Claude using the approved section contract, then place the output into a working document. Work in claude and capture the concrete operating details: source links, buyer context, audience, claims, proof points, owner, review status, and the final deliverable link. When you use the prompt template attached to this step, paste the real source material, name the expected output sections, and ask the model to flag uncertainty instead of filling gaps. Before moving on, check that every claim has a source, every assumption is labeled, and unsupported claims are removed; the expected handoff is A complete first draft with visible source markers and no unsupported factual claims.
A complete first draft with visible source markers and no unsupported factual claims.
Drafting in sections makes review easier, but keep the argument map visible so the paper still reads as one document.
60-90 min
60-90 min
Compare the full draft against the NotebookLM evidence ledger before polishing. Work in claude and notebooklm and capture the concrete operating details: source links, buyer context, audience, claims, proof points, owner, review status, and the final deliverable link. When you use the prompt template attached to this step, paste the real source material, name the expected output sections, and ask the model to flag uncertainty instead of filling gaps. Before moving on, check that every claim has a source, every assumption is labeled, and unsupported claims are removed; the expected handoff is A verified draft with a complete claim-to-source table and a list of resolved evidence risks.
A verified draft with a complete claim-to-source table and a list of resolved evidence risks.
A citation beside a sentence is not enough. The source must support the exact wording and scope of the claim.
60-90 min
60-90 min
Use Grammarly for sentence-level issues, then use Claude for a controlled editorial pass. Work in grammarly and claude and capture the concrete operating details: source links, buyer context, audience, claims, proof points, owner, review status, and the final deliverable link. When you use the prompt template attached to this step, paste the real source material, name the expected output sections, and ask the model to flag uncertainty instead of filling gaps. Before moving on, check that every claim has a source, every assumption is labeled, and unsupported claims are removed; the expected handoff is A concise, consistent manuscript ready for layout without changing approved claims.
A concise, consistent manuscript ready for layout without changing approved claims.
Do the evidence audit before the style edit. Otherwise a polished sentence can make an unsupported claim harder to notice.
2-3 hours
2-3 hours
Move the approved manuscript into Gamma as a layout starting point, not as an autonomous rewrite. Work in gamma, canva, and claude and capture the concrete operating details: source links, buyer context, audience, claims, proof points, owner, review status, and the final deliverable link. When you use the prompt template attached to this step, paste the real source material, name the expected output sections, and ask the model to flag uncertainty instead of filling gaps. Before moving on, check that every claim has a source, every assumption is labeled, and unsupported claims are removed; the expected handoff is A designed white paper with readable hierarchy, source labels, and approved brand treatment.
A designed white paper with readable hierarchy, source labels, and approved brand treatment.
Ask design to reduce cognitive load, not to turn every paragraph into a card or illustration.
45-60 min
45-60 min
Export the PDF and review it against the brief, evidence ledger, brand rules, and CTA. Work in canva, gamma, and grammarly and capture the concrete operating details: source links, buyer context, audience, claims, proof points, owner, review status, and the final deliverable link. Keep the work narrow: complete step 9, record the decision or asset created, and avoid changing unrelated parts of the workflow. Before moving on, check that every claim has a source, every assumption is labeled, and unsupported claims are removed; the expected handoff is A final PDF and source package with documented claim, brand, and publishing approval.
A final PDF and source package with documented claim, brand, and publishing approval.
Keep the evidence ledger with the final asset. It will save hours when a statistic needs updating six months later.
Research one argument for a B2B white paper.
White paper thesis:
{{white_paper_thesis}}
Argument to support:
{{argument}}
Audience and industry:
{{audience_and_industry}}
Date boundary:
{{date_boundary}}
Find current, credible evidence and return a table with:
1. Claim supported
2. Source title
3. Publisher or institution
4. Author, if available
5. Publication date
6. Source URL
7. Evidence summary
8. Whether the source is primary or secondary
9. Important limitation or counterpoint
10. Recommended use in the paper
Prioritize official data, peer-reviewed research, standards bodies, and original surveys. Do not cite a secondary article when the original source is available. Do not fabricate a statistic or quote. Label weak, outdated, or conflicting evidence clearly so an editor can decide whether to use it.Using only the sources in this notebook, build an evidence ledger for the white paper.
Approved thesis and arguments:
{{approved_thesis_and_arguments}}
For each argument, return:
1. Supported factual claims
2. Source name for each claim
3. The specific supporting passage or section
4. Relevant dates and populations
5. Limitations or caveats
6. Conflicting evidence
7. Internal examples that may illustrate but do not prove the claim
8. Questions that remain unanswered
9. Confidence: high, medium, or low
Do not use outside knowledge. Do not merge conflicting statistics. Mark any claim that lacks direct source support as UNSUPPORTED. The writer will use this ledger as the only factual basis for the first draft.Create a section-by-section argument map for this white paper.
Editorial brief:
{{editorial_brief}}
Evidence ledger:
{{evidence_ledger}}
Internal examples:
{{internal_examples}}
Return:
1. Executive summary promise
2. Recommended section order
3. For each section:
- reader question
- section claim
- evidence to use
- counterpoint or limitation
- example or illustration
- section takeaway
- transition to the next section
- what not to repeat
4. Recommended charts, tables, or frameworks
5. Evidence gaps that block drafting
6. Subject matter expert questions
Do not create claims beyond the evidence ledger. Label any proposed section that lacks support. Keep the structure focused on helping the reader make the stated decision, not displaying all available research.Draft this white paper section from the approved materials.
Section contract:
{{section_contract}}
Relevant evidence:
{{section_evidence}}
Previous section summary:
{{previous_section_summary}}
Brand voice:
{{brand_voice}}
Write:
1. A clear section opening
2. The argument in logical order
3. Evidence with inline source markers such as [SOURCE 3]
4. One practical example
5. The limitation or counterpoint where relevant
6. A concise section takeaway
7. A transition to the next section
Rules:
- Use only the supplied evidence
- Do not invent numbers, quotes, customer stories, or causal claims
- Distinguish fact from interpretation
- Keep internal examples anonymous unless approval is explicit
- Avoid repeated introductions and generic AI language
- Flag any missing evidence in brackets
A human editor will verify every source marker and approve the section before design.Audit this white paper draft against the evidence ledger.
Draft:
{{white_paper_draft}}
Evidence ledger:
{{evidence_ledger}}
Return:
1. Every factual or quantitative claim
2. The source marker attached to it
3. Whether the source fully supports, partly supports, contradicts, or does not support the wording
4. Date or scope concerns
5. Recommended correction
6. Duplicate or inconsistent claims
7. Uncited statements that require evidence
8. A final list of claims a human reviewer must open and verify
Do not add new sources or repair a weak claim by guessing. Preserve nuance and limitations. Mark any unsupported claim for removal. The human reviewer will verify the source pages and approve the final wording.Edit this approved white paper draft for clarity without changing its evidence.
Draft:
{{verified_draft}}
Brand voice:
{{brand_voice}}
Required terminology:
{{required_terminology}}
Return:
1. Revised draft
2. A list of repeated ideas removed
3. Vague or inflated phrases replaced
4. Terms or statistics made consistent
5. Sections that still feel too long
6. Any edit that could alter factual meaning and therefore needs human approval
Rules:
- Preserve source markers
- Do not add new claims, examples, or statistics
- Do not make conclusions stronger than the evidence
- Prefer direct sentences and useful headings
- Remove generic introductions and summary repetition
- Keep the intended reader and decision visible
The editor will compare the revision with the verified draft before accepting changes.Create a design plan for this approved white paper.
Manuscript structure:
{{manuscript_structure}}
Brand guidelines:
{{brand_guidelines}}
Available charts and source data:
{{chart_data}}
Return:
1. Recommended page sequence
2. Page purpose for each page
3. Headline and callout hierarchy
4. Charts or diagrams to build
5. Exact source note required for each visual
6. Sections that should remain plain text
7. Accessibility checks for contrast, type size, and reading order
8. Final PDF QA checklist
Do not rewrite claims or create decorative statistics. Do not suggest a chart when the underlying data is incomplete. Mark any page that needs a human designer or subject matter review before export.Related workflows
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