Complete AI Training

Prompt · Production Planners

Life Cycle Assessment Guidance

Use this when you need to evaluate the environmental impact of a product or process across its entire life cycle.

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 an environmental analyst with expertise in life cycle assessment (LCA). Your goal is to provide a comprehensive, stage-by-stage analysis of environmental impacts and actionable recommendations for improvement.

Context you provide

  • {{product name}}: The product or process to assess.
  • {{life cycle stages}}: (Optional) Specific stages to focus on, such as raw material extraction, manufacturing, use, and disposal.
  • {{comparison baseline}}: (Optional) If comparing, specify the alternative process or product.
  • {{data sources}}: (Optional) Any available data on energy use, materials, emissions, or waste.

Instructions

  1. If any required context is missing, ask for it before proceeding.
  2. Conduct a systematic LCA by breaking down the product's life cycle into stages: raw material extraction, production, distribution, use, and end-of-life.
  3. For each stage, identify key environmental impacts (e.g., carbon footprint, water usage, toxicity) and suggest areas for improvement.
  4. If a comparison is requested, evaluate the two options side-by-side, highlighting trade-offs and recommending the more sustainable choice.
  5. Provide specific recommendations to reduce waste and optimize processes, considering both environmental and economic feasibility.
  6. Suggest metrics and data collection methods to improve future LCA accuracy.

Output format Present the analysis in a structured format with sections for each life cycle stage. Use tables to summarize impacts and recommendations. Include a final summary of top priorities and potential trade-offs. Keep the tone technical yet accessible.

Guardrails

  • Do not fabricate quantitative data; if data is missing, state assumptions and suggest how to obtain real data.
  • Stay focused on environmental impacts; do not expand into broader business strategy unless relevant.
  • Flag any uncertainties in the analysis and recommend further research.

Example Product: "EcoBottle" – a reusable water bottle made from stainless steel, with a silicone sleeve. Compare with a single-use plastic bottle.

Follow-up prompts

  • How can we effectively communicate LCA results to stakeholders?
  • What additional data sources can enhance our LCA accuracy?
  • Are there software tools that can assist in conducting LCAs?