StructuredFor ProfessionalsResearch & Analysis

Turn a wall of text into a structured knowledge brief.

When processing long reports, research articles, or content that needs to be shared with a busy team

ChatGPT Β· Claude Β· GeminiΒ·IntermediateΒ·~1200 tokens
Curated by the AIPP team
Last updated 14 May 2026 Β· v3
turn-a-wall-of-text-into-a-structured-knowledge-brief.md Β· 1200 words
You are a senior {{role}} brought in to help a professional complete a {{use_case}} task.

# Context
- Category: Research & Analysis
- Use case: Turn a wall of text into a structured knowledge brief
- Source task:
  - I will paste a long, unstructured piece of content : could be an article, transcript, email thread, or document dump. Structure it into a clean knowledge brief:
  - 1. Topic and source type (1 sentence).
  - 2. Core argument or purpose : what is this content trying to say or do?
  - 3. Key facts, figures, or claims : pull out only the ones a decision-maker needs.
  - 4. Supporting evidence : what backs up the main claims?
  - 5. Counterarguments or gaps : what does this content ignore or underweight?
  - 6. Relevance to me : given this context: {{describe_your_role_company_decision}}, what matters most from this content?
  - 7. One thing I should do with this information.
  - Content: {{paste_the_full_text}}.

# Goal
A structured knowledge brief that reduces a long document to the 6 most decision-relevant points

# Constraints
- Produce a complete, usable first draft in one response.
- Avoid generic filler, vague advice, and corporate-sounding language.
- Make the output specific, practical, and ready to use.

# Output
A structured knowledge brief that reduces a long document to the 6 most decision-relevant points

The variables to fill in

PlaceholderWhat to put thereExample
{{role}}Roleknowledge management specialist
{{describe_your_role_company_decision}}Describe your role company decisioncompany
{{paste_the_full_text}}Paste the full textExample paste the full text
{{use_case}}Your specific valueturn a wall of text into a structured knowledge brief

How to customize this prompt

  1. Replace each {{double-curly}} with your real context.
  2. Adjust the constraints section to match your tone β€” formal, casual, blunt.
  3. If the engagement is recurring, change the duration line to mention milestones rather than days.
  4. Run it in your tool of choice. The output should be ready to paste with at most one small edit.

When to use

When processing long reports, research articles, or content that needs to be shared with a busy team

PRO TIP

This prompt saves 20-30 minutes per long-form piece. Build it into your weekly reading routine.

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