AI for Urban Planners

Prompts for Planning Work, From Zoning to Hearings

1. The lessons

   1. Explaining Planning to the Public: Turn technical plans and zoning rules into plain-English explanations residents and developers can actually understand.
   2. Drafting Reports and Correspondence: Get a fast first draft of staff reports and inter-agency emails so you can spend time on judgment, not blank pages.
   3. Zoning and Ordinance Language: Write, check, and clean up zoning code language so regulations are clear and defensible.
   4. Community Engagement: Design better surveys and make sense of hundreds of public comments without losing the human voices in them.
   5. Land Use Data Analysis: Turn raw census, parcel, and permit numbers into trends, comparisons, and talking points you can defend.
   6. Reviewing Development Proposals: Cut through thick applications and produce a clear summary, consistency finding, and conditions list.
   7. Master Plans and Policy: Outline plan chapters and draft goals and actions that connect to real community targets.
   8. Environmental Review: Structure environmental sections and translate technical findings into clear mitigation commitments.
   9. Presenting to Boards: Prepare a tight story and sharp answers so you walk into a planning commission or council hearing ready.
2. What the Course Covers

   The course walks through the planning tasks in order. You start with public explanations, then move through reports, zoning language, engagement, data, development review, master plans, environmental review, and board presentations.

   Every lesson includes a prompt you can copy and adapt. The examples use common planning documents, not abstract exercises.

3. How the Lessons Connect

   The early lessons build your confidence with writing and explaining. Later lessons combine those skills for complex work like a development review or a comprehensive plan update.

   Environmental review and board presentations pull together the plain language, data, and policy work from earlier lessons.

4. How to Use the Prompts Well

   Give the AI clear context: your city, the audience, the decision at hand, and the format you need. Ask for short answers first, then request more detail where it helps.

   Always check names, numbers, legal references, and local facts. Treat the first answer as a draft, not a final product.

5. Who This Course Is For

   This course is for urban planners, planning technicians, and planning students who write, review, or present for public agencies. It works for current planners and those returning to the field.

   You do not need coding or data science experience. You only need real planning tasks you want to handle with less friction.

6. Safety and Privacy for This Job

   Planning work often involves private property details, legal matters, and personal comments. Follow your agency's rules about what can go into an AI tool.

   Remove names, addresses, and confidential information before you paste anything. Use approved tools, and keep a human review step for every public document.

7. Your Next Step

   Pick one task from your week, such as a public comment summary or a staff report draft. Open the matching lesson, copy the prompt, and try it on a small piece of the work.

   Then choose a video course that fits your role and work toward its certification. Small practice sessions build a habit you can rely on.