Help me write a business white paper for [TARGET AUDIENCE] about [TOPIC AND TARGET KEYWORD]. The reader’s practical problem is [READER PROBLEM], and the purpose is [BUSINESS PURPOSE]. Use only the sources, facts, examples, and approved claims in [SOURCE MATERIAL AND CLAIM BOUNDARIES]. This must read as an evidence-led educational paper, not a blog post or disguised product brochure. Start by defining the decision or operational problem in the reader’s language. Explain the relevant framework, trade-offs, and implementation implications before mentioning my company or offer. Integrate the exact target keyword naturally in the title, introduction, one section heading, and conclusion only when it fits; do not force repetitions. Produce: 1. Three title options and a one-sentence positioning statement for each. 2. A detailed outline for a 1,800–2,400-word white paper, including an executive summary, problem definition, evidence or context, framework, practical recommendations, limitations, conclusion, and a restrained call to action. 3. The full draft using short paragraphs and descriptive H2-style section labels. 4. A source-and-claim ledger listing every factual claim, the source supplied for it, and any statement that needs verification before publication. Use concrete examples only when provided. Do not invent research results, customer stories, benchmarks, citations, or expert quotations. If sources disagree, describe the disagreement rather than choosing a convenient answer. Before answering, check that the executive summary states a useful conclusion rather than merely previews sections, and check that the offer is not introduced before the reader has received practical value. Ask up to 3 clarifying questions only if a required input is missing.
Fill in
| Placeholder | What to enter | Example |
|---|---|---|
| [TARGET AUDIENCE] | Describe the job title, organization type, and knowledge level of the intended reader. | Operations directors at 200–1,000 employee logistics companies who know warehouse metrics but are new to computer vision. |
| [TOPIC AND TARGET KEYWORD] | State the subject and the exact search keyword to target. | Reducing warehouse picking errors; target keyword: warehouse picking error reduction. |
| [READER PROBLEM] | Describe the decision, risk, or operational challenge the reader is trying to solve. | They need to reduce mis-picks without slowing fulfillment or making a large, untested technology purchase. |
| [BUSINESS PURPOSE] | Explain the intended outcome, such as lead education, sales enablement, or category positioning. | Educate qualified prospects before a discovery call for our inventory-verification software. |
| [SOURCE MATERIAL AND CLAIM BOUNDARIES] | Paste approved research, internal facts, URLs or citations, examples, and claims the draft may or may not make. | Approved: 2025 internal survey of 86 customers, with methodology notes; two anonymized case studies; do not claim average savings outside surveyed accounts. |
How to use
- Paste source notes with links, study methods, and approval limits before asking for prose.
- Read the claim ledger first and remove or verify any statement without a source.
- Check the draft teaches a usable method even if a reader never buys from you.
- Follow up with: “Create a publication brief listing the claims that need legal, product, or source-owner approval.”
Variations
Executive brief
Use when senior readers need the argument in a shorter, decision-oriented format.
Turn [SOURCE MATERIAL] into a 900-word executive brief for [AUDIENCE] on [TOPIC]. Address [DECISION OR PROBLEM] and support the target keyword [KEYWORD] naturally, without keyword stuffing. Include: headline, 150-word executive summary, evidence-backed findings, three implications, recommended actions, limitations, and a light CTA for [OFFER]. Do not create citations, statistics, or case examples. Flag each assertion that requires validation before publication.
Research outline
Use when you need to plan evidence collection before drafting the paper.
Create a research plan and white-paper outline for [TOPIC] aimed at [AUDIENCE]. The reader needs help with [PROBLEM], and our target keyword is [KEYWORD]. Based on [CURRENT NOTES], produce research questions, the evidence needed for each, credible source types, interview targets, a proposed argument, and a section outline. Identify claims we should avoid until supported. Do not pretend missing evidence exists. Ask up to 3 questions only when needed to scope the research.
Case-study paper
Use when a customer implementation is the main evidence for the paper.
Draft a 1,400-word case-study white paper about [CUSTOMER OR ANONYMIZED PROFILE] solving [PROBLEM] with [SOLUTION]. Use only [APPROVED FACTS AND QUOTES], for [AUDIENCE]. Include context, baseline, selection criteria, implementation, outcomes, lessons, limitations, and a CTA for [NEXT STEP]. Preserve uncertainty around causal claims and distinguish customer statements from measured results. Before answering, flag outcome claims without a baseline, date range, or approved source.
Tips
- Build a claim ledger before design work; a polished white paper becomes expensive to correct when its statistics or attribution are uncertain.
- State study limitations near the relevant result, such as sample size, survey method, or scope, rather than hiding them in a final footnote.
- Use the target keyword to anchor the reader problem, then write headings around the questions a practitioner needs answered.
- Save detailed methodology and source links for an appendix when the main paper needs to stay readable.
FAQ
Can AI write a white paper from scratch?
It can draft structure and prose, but a credible white paper needs supplied evidence, approved claims, and fact checking. AI should not manufacture research or citations.
How long should a business white paper be?
Many are 1,500–3,000 words, but length should follow the complexity of the decision and evidence. An executive audience may need a shorter brief with an appendix.
How often should the target keyword appear?
Use it where it accurately describes the topic, especially in the title and early framing. Repetition that makes headings or sentences unnatural weakens the piece.