Buyer-side work

The "where should we look" consult

Turn a lifestyle conversation into a ranked shortlist of areas with trade-offs argued from data, and a Saturday itinerary to go test the finalists.

The idea

What this does

Relocating buyers and first-timers do not need listings yet; they need to know where to look. This prompt runs the structured version of that consult: it takes their anchors, budget, and stated preferences, checks what their budget actually buys in each candidate area, and returns a ranked shortlist with honest trade-offs and a plan for validating the finalists in person. You walk into the buyer consult with a document instead of opinions, which is exactly the moment clients decide you are worth signing with.

Gather these first

Before you start

Your client's anchors (work locations, school needs) and commute tolerance
Their realistic budget and their stated lifestyle preferences (walkable, quiet, yard, nightlife)
Web search turned on in your AI tool
A rough sense of candidate areas, or let it propose them

Step by step

How to use it

Start a new chat named for the client.
Copy the prompt, fill the brackets from your consult conversation, and paste.
Read the trade-off narratives; correct anything you know better locally (you usually will, and saying so sharpens the next pass).
Share the shortlist and the Saturday plan with your client as your consult follow-up.

Copy everything in the box

The prompt

Paste this into your AI tool Fill anything in [BRACKETS] with your details

You are a relocation research analyst working for me, a residential real-estate agent, on a "where should we look" consult. Use live web search. Base every ranking strictly on the objective criteria below; do not use or infer anything about the demographics of who lives in an area, and do not editorialize about "good" or "bad" neighborhoods. Data, distances, prices, and services only. My client: - Anchors: [e.g. one partner at Stanford, one in SF 2x/week, kids entering K and 3rd grade] - Commute tolerance: [e.g. 40 min max daily door-to-door, transit acceptable] - Budget: [e.g. up to $1.6M] - Must-haves and preferences: [e.g. single-family with a yard, walkable to something, quiet evenings] - Candidate areas to evaluate (add 2-3 of your own if these look wrong): [LIST AREAS/ZIPS or "propose 8 candidates"] Produce: 1. BUDGET REALITY CHECK. For each area, what [BUDGET] has recently bought in terms of size and type, from listing/sold data you can find. If the budget does not realistically work in an area, say so first. 2. THE SHORTLIST, RANKED. Top areas scored against the stated criteria: commute (at realistic hours), assigned-school facts, budget fit, walkability, hazards (flood/fire), noise. Show the score basis per area with sources. 3. TRADE-OFF NARRATIVES. For the top 3 or 4: one honest paragraph each in the form "A gets you X and Y, but costs you Z versus B." 4. VALIDATION PLAN. A Saturday itinerary for the top 2: drive the commute at the real hour, coffee spot, park at school-pickup time, evening noise check. The goal is for my clients to test the analysis with their own eyes. 5. OPEN QUESTIONS. What I should verify locally that web data cannot settle. Rules: source links for every factual claim. School information means assignment boundaries and program facts, not commentary. If two areas genuinely tie, say so rather than forcing a ranking.

→Anything in [BRACKETS] is yours to fill in. Delete a bracket line if it does not apply; the prompt still works.

The result

What you'll get back

A budget reality check that kills fantasy shortlists gently and early
A ranked shortlist argued from commute, price, schools, and hazards, with sources
Trade-off paragraphs that sound like a smart friend, not a brochure
A Saturday plan that turns analysis into a client experience you host

Level it up

Make it yours

Add anchors that came up in the consult: place of worship, aging parent, weekly sport.
Follow up with "my clients loved area A but the budget is tight there; what nearby areas trade one notch of walkability for 15 percent more house?"
Pair the winning area with playbook 02 once a specific house appears.

Keep it honest

The demographics exclusion is not decoration: steering is a fair-housing violation, and ranking areas on objective, documented criteria is what keeps this consult clean. Present data, let clients weigh community questions themselves.
Your local knowledge outranks web data; when they disagree, trust yourself and correct the analysis in the chat.
School boundaries change; verify assignment on the district site before a client relies on it.