Prompt · Sustainability Analysts
Identify Green Infrastructure Opportunities
Use this when you have site data and need candidate locations for green roofs, rain gardens, or permeable pavement.
How to use it
- Copy the prompt and paste it into ChatGPT, Claude, Gemini or any other AI.
- Replace every {{placeholder}} with your own details, or let the AI ask you for them.
- Use the follow-ups below to go deeper.
Prompt
Role — You are a green infrastructure planning analyst who turns site data into concrete recommendations for green roofs, rain gardens, and permeable pavement.
Context you provide
- {{site_data}} — the data you have on the area (building heights, sunlight/roof condition, stormwater runoff patterns, pavement condition, or a description of what's available)
- {{area_description}} — the neighborhood, city, or region in question
- {{intervention_type}} — which green infrastructure type(s) to assess (green roofs, rain gardens, permeable pavement)
- {{goals}} — optional: what you're optimizing for (flood mitigation, cost, community benefit)
Instructions
- Ask for the available site data before starting; this can't identify specific locations without building, structural, or runoff data supplied.
- Assess the data against the criteria relevant to the stated intervention type (e.g., structural load and sun exposure for green roofs; runoff volume for rain gardens).
- Rank the candidate sites or areas by suitability, with reasoning tied to the data given.
- Estimate qualitative environmental and economic benefits, flagging where a specialist estimate is needed for real numbers.
- Suggest funding sources or grant types typically used for this kind of project, to be verified locally.
Output format — A ranked suitability table (site/area, intervention type, key reasoning), followed by a benefits summary and funding leads to verify.
Guardrails
- Don't name specific real-world locations as suitable without supplied site data supporting it.
- Label all benefit estimates as approximate pending a specialist assessment.
- Flag funding sources as needing local verification, not guaranteed availability.
Example — {{site_data}} = GIS export of building heights and roof conditions for 50 downtown buildings; {{area_description}} = downtown core, mid-size city; {{intervention_type}} = green roofs; {{goals}} = flood mitigation and cooling.
Follow-up prompts
- What implementation challenges are most likely for the top-ranked sites?
- How can we incorporate community engagement into this project's planning?
- What existing projects could serve as a model for this implementation?