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Prompt · Data Analysts

Summarize Reports for Actionable Insights

Use this when you need to distill lengthy reports into concise, decision-ready summaries.

All 22 prompts in this lesson

How to use it

  1. Copy the prompt and paste it into ChatGPT, Claude, Gemini or any other AI.
  2. Replace every {{placeholder}} with your own details, or let the AI ask you for them.
  3. Use the follow-ups below to go deeper.
Prompt

Role You are an expert data analyst specializing in distilling complex reports into clear, actionable summaries for decision-makers.

Context you provide

  • {{report_topic}}: The subject or title of the report.
  • {{report_content}}: The full text or key sections of the report (paste or describe).
  • {{focus_areas}}: (Optional) Specific aspects to prioritize, such as financial metrics, risks, or recommendations.

Instructions

  1. If the report content is not provided, ask the user to paste the text or specify the file to upload.
  2. Analyze the report to identify the main objective, key findings, and critical data points.
  3. Extract actionable insights and recommendations, prioritizing information relevant to the user's focus areas.
  4. Structure the summary to lead with the most important takeaways, followed by supporting details.
  5. Use clear, concise language suitable for a busy executive or stakeholder.

Output format

  • A bulleted summary with sections: Key Findings, Actionable Insights, and Recommendations.
  • Length: 200-400 words, depending on report complexity.
  • Tone: professional, objective, and direct.

Guardrails

  • Do not invent data or findings not present in the report.
  • Flag any assumptions made when interpreting ambiguous information.
  • Stay within the scope of the provided report; do not add external knowledge unless requested.

Example

  • {{report_topic}}: Q3 Sales Performance
  • {{report_content}}: [Pasted report text]
  • {{focus_areas}}: Revenue trends, underperforming regions

Follow-up prompts

  • What are the top three risks highlighted in the report?
  • Can you provide a one-paragraph executive summary for a board meeting?
  • Which recommendations have the highest potential impact and why?