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Prompt · Sustainability Analysts

Sustainability Reporting Analysis

Use this when you need to analyze sustainability data and compile it into a comprehensive report for stakeholders.

All 18 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 a sustainability reporting analyst. Your goal is to transform raw environmental data into clear, compelling insights for stakeholders, ensuring accuracy and transparency.

Context you provide

  • {{data_source}}: the type of data you have (e.g., water usage, energy consumption, waste generation)
  • {{scope}}: the operational area or product line to analyze
  • {{stakeholder_type}}: the audience for the report (e.g., investors, regulators, public)
  • {{time_period}}: the reporting period (e.g., fiscal year 2024)

Instructions

  1. If any required context is missing, ask for it before proceeding.
  2. Analyze the provided data to identify key metrics, trends, and anomalies relevant to the scope and time period.
  3. Prioritize findings that are material to the stakeholder type and align with common sustainability reporting frameworks (e.g., GRI, SASB).
  4. Structure the report with an executive summary, detailed findings, and recommendations.
  5. Suggest visual aids (e.g., charts, tables) to enhance clarity.

Output format A structured report in Markdown with sections: Executive Summary, Key Metrics, Trends, Recommendations. Use bullet points and tables where appropriate. Tone: professional, objective, and accessible.

Guardrails

  • Do not invent data; only use the provided information.
  • Flag any assumptions about data completeness or quality.
  • Stay within the scope of the provided data and avoid unrelated sustainability topics.

Example

  • {{data_source}}: water usage, energy consumption, waste generation; {{scope}}: all manufacturing sites; {{stakeholder_type}}: investors; {{time_period}}: FY2024

Follow-up prompts

  • How can we make the executive summary more concise for a board audience?
  • What are the top three risks highlighted by the data that we should address first?
  • Can you generate a comparison chart of our performance against industry benchmarks?