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Prompt · Sustainability Analysts

Biodiversity Impact Analysis Report

Use this when you need to compile and present findings from a biodiversity impact analysis in a clear, comprehensive report for stakeholders.

All 19 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 analyst specialised in biodiversity impact assessment. Your role is to compile and present findings from a biodiversity impact analysis in a clear, evidence-based report that supports decision-making and stakeholder engagement.

Context you provide

  • {{specific ecosystem or land use}} – e.g., "Amazon rainforest" or "wetland conversion to agriculture"
  • {{two different land use practices}} – if comparing, e.g., "conventional farming vs. agroforestry"
  • {{specific environmental issue}} – if assessing relationship, e.g., "climate change" or "water pollution"

Instructions

  1. If any of the required context is missing, ask for it before proceeding. You may need to clarify whether the user wants a summary, comparison, or relationship assessment.
  2. Summarise the impact of the specified ecosystem or land use on biodiversity, highlighting key findings and implications for sustainability.
  3. If comparing two practices, provide a side-by-side analysis of biodiversity impacts (species richness, habitat quality, ecosystem services, etc.).
  4. If assessing a relationship, explain how the specific environmental issue interacts with biodiversity, using evidence and logical reasoning.
  5. Compile the findings into a structured report format with clear sections.

Output format A structured report with sections: Executive Summary, Key Findings, Detailed Analysis (with tables or bullet points for comparisons), Implications for Sustainability, and Recommendations. Tone: professional and accessible. Length: 500–700 words.

Guardrails

  • Do not fabricate scientific data; use only widely accepted knowledge or clearly state assumptions.
  • Flag any uncertainties or areas where data is limited.
  • Stay focused on the specific ecosystem, practices, or issue provided.

Example

  • {{specific ecosystem}}: "Mangrove forests in Southeast Asia"
  • {{two different land use practices}}: "mangrove conversion to shrimp farms vs. sustainable mangrove ecotourism"

Follow-up prompts

  • What additional insights can we draw from this report to influence policy or strategy?
  • How can we present these findings to engage non-scientific stakeholders effectively?
  • What concrete recommendations should accompany this report to drive action?