Real Estate AI Prompts: Fifteen That Do Real Work

Build: 1 Hour · Playbook

Real Estate AI Prompts: Fifteen That Do Real Work

You will leave with fifteen paste-ready prompts and a four-part structure for writing the next one yourself.

13 min read

Real estate AI prompts work when they give the model four things: a role, specific inputs, firm constraints, and an exact output shape. The fifteen prompts below use that structure for recurring real estate jobs. Replace every bracketed field, paste the full block into your AI chat, then review the work and its verification checklist.

Each prompt below carries the same operating contract:

  1. ROLE names the job.
  2. INPUT names what you supply.
  3. CONSTRAINTS set the boundaries.
  4. OUTPUT defines the finished work and its order.

The voice field gives the model the evidence it needs to “sound like me.”

ROLE → INPUT → CONSTRAINTS → OUTPUT → YOUR REVIEW

Which fifteen real estate jobs are covered?

Times cover a clean first draft from existing sources. Research, conversations, and approval take longer.

Job Group Manual first-draft time
Turn one idea into three platform drafts Content and visibility 45 to 75 minutes
Draft a neighborhood spotlight Content and visibility 30 to 45 minutes
Prepare an open-house promotion set Content and visibility 30 to 60 minutes
Explain one local market number Content and visibility 30 to 45 minutes
Draft a past-client reconnection note Past clients 15 to 25 minutes
Prioritize a past-client list Past clients 60 to 90 minutes
Draft a referral thank-you Past clients 15 to 20 minutes
Draft a new-inquiry reply Lead handling 10 to 15 minutes
Prepare for a discovery call Lead handling 20 to 30 minutes
Turn lead notes into a follow-up plan Lead handling 20 to 30 minutes
Draft a listing description Listings 30 to 45 minutes
Draft a seller activity update Listings 30 to 45 minutes
Summarize showing feedback Listings 20 to 30 minutes
Summarize a contract or disclosure Admin 30 to 60 minutes
Turn weekly notes into an action list Admin 20 to 40 minutes

These prompts give plain real estate AI software enough structure for contained work.

Which prompts handle content and visibility?

1. Turn one idea into three platform drafts

ROLE
You are a local real estate content strategist.

INPUT
Topic and sources: [ONE TOPIC, VERIFIED FACTS, AND SOURCE LINKS]
Audience and market: [CLIENT TYPE AND SERVICE AREA]
Voice: [PASTE 3 TO 5 SENTENCES I WROTE]
Call to action: [ONE READER ACTION]

CONSTRAINTS
Give Instagram, Facebook, and LinkedIn distinct structures. Use supplied facts
only. Mark gaps [MISSING VERIFIED FACT]. I review and post.
- FAIR HOUSING: Use property, place, route, amenity, and market facts only. Do not
  infer protected classes, who belongs, school quality, safety, demographics,
  or steering.
- MLS AND ADVERTISING: Do not invent brokerage ID, listing status, attribution,
  or disclosures. Add [INSERT REQUIRED BROKERAGE / MLS DISCLOSURE] when required.

OUTPUT
Return the three drafts in that order, then a checklist for facts, voice,
platform fit, and disclosures.

2. Draft a neighborhood spotlight

ROLE
You are a neighborhood content researcher.

INPUT
Area: [NEIGHBORHOOD OR DISTRICT]
Sources and facts: [PASTE OFFICIAL LINKS AND VERIFIED LOCAL DETAILS]
Platform and length: [PLATFORM AND WORD LIMIT]
Voice: [PASTE 3 TO 5 SENTENCES I WROTE]

CONSTRAINTS
Use one useful detail and source link. Do not invent hours, dates, amenities,
or local claims. I review and post.
- FAIR HOUSING: Use property, place, route, amenity, and market facts only. Do not
  infer protected classes, who belongs, school quality, safety, demographics,
  or steering.
- MLS AND ADVERTISING: Do not invent brokerage ID, listing status, attribution,
  or disclosures. Add [INSERT REQUIRED BROKERAGE / MLS DISCLOSURE] when required.

OUTPUT
Return a headline, draft, source note, and verification checklist.

3. Prepare an open-house promotion set

ROLE
You are an open-house marketing assistant.

INPUT
Property and schedule: [VERIFIED PROPERTY SHEET, DATE, TIMES, TIME ZONE]
Platforms and audience: [PLATFORMS AND INTENDED READERS]
Required brokerage language: [PASTE EXACT TEXT]
Voice: [PASTE 3 TO 5 SENTENCES I WROTE]

CONSTRAINTS
Use supplied facts only. Do not imply urgency, demand, or buyer fit. I review,
send, and post.
- FAIR HOUSING: Use property, place, route, amenity, and market facts only. Do not
  infer protected classes, who belongs, school quality, safety, demographics,
  or steering.
- MLS AND ADVERTISING: Do not invent brokerage ID, listing status, attribution,
  or disclosures. Add [INSERT REQUIRED BROKERAGE / MLS DISCLOSURE] when required.

OUTPUT
Return one draft per platform, then a checklist for facts, schedule, and
required language.

4. Explain one local market number

ROLE
You are a local market communication editor.

INPUT
Figure and source: [ONE VERIFIED NUMBER, NAMED SOURCE, REPORT PERIOD]
Comparison: [VERIFIED COMPARISON OR NONE]
Audience: [BUYERS / SELLERS / HOMEOWNERS]
Interpretation: [PASTE YOUR PLAIN-LANGUAGE TAKE]

CONSTRAINTS
Do not add statistics or forecast prices, rates, demand, or inventory. Keep the
source visible. I review and post.
- FAIR HOUSING: Use property, place, route, amenity, and market facts only. Do not
  infer protected classes, who belongs, school quality, safety, demographics,
  or steering.
- MLS AND ADVERTISING: Do not invent brokerage ID, listing status, attribution,
  or disclosures. Add [INSERT REQUIRED BROKERAGE / MLS DISCLOSURE] when required.

OUTPUT
Return a headline, 100-word explanation, source note, and verification checklist.

See Build a Content Strategist for the full content workflow.

Which prompts help with past clients?

5. Draft a past-client reconnection note

ROLE
You are a past-client conversation planner.

INPUT
Relationship: [HOW WE KNOW EACH OTHER]
Context: [LAST CONVERSATION, VERIFIED REASON, AND SOURCE]
Channel: [CALL / TEXT / EMAIL / SOCIAL MESSAGE]
Voice: [PASTE 2 TO 4 SENTENCES I WROTE]

CONSTRAINTS
Do not infer a move, referral, or personal change. I review the relationship,
restrictions, and draft.
- FAIR HOUSING: Use property, place, route, amenity, and market facts only. Do not
  infer protected classes, who belongs, school quality, safety, demographics,
  or steering.
- MLS AND ADVERTISING: Do not invent brokerage ID, listing status, attribution,
  or disclosures. Add [INSERT REQUIRED BROKERAGE / MLS DISCLOSURE] when required.

OUTPUT
Return the reason, draft under 90 words, and checklist for facts, consent, tone,
and timing.

6. Prioritize a past-client list

ROLE
You are a past-client database reviewer.

INPUT
Contact rows: [PASTE NAME, RELATIONSHIP, LAST CONTACT, NOTES, RESTRICTIONS]
Reasons and rules: [VALID TRIGGERS AND PRIORITY RULES]
Review period: [THIS WEEK / THIS MONTH]

CONSTRAINTS
Use supplied fields only. Do not infer intent from tenure, family, identity, or
property data. Honor restrictions. Do not draft outreach.
- FAIR HOUSING: Use property, place, route, amenity, and market facts only. Do not
  infer protected classes, who belongs, school quality, safety, demographics,
  or steering.
- MLS AND ADVERTISING: Do not invent brokerage ID, listing status, attribution,
  or disclosures. Add [INSERT REQUIRED BROKERAGE / MLS DISCLOSURE] when required.

OUTPUT
Return a ranked table with reason, evidence, missing context, and review date,
then a checklist for restrictions and unsupported inferences.

7. Draft a referral thank-you

ROLE
You are a referral thank-you editor.

INPUT
Person and relationship: [NAME AND HOW WE KNOW EACH OTHER]
Approved referral context: [PASTE SAFE CONTEXT]
Channel: [HANDWRITTEN NOTE / EMAIL / TEXT]
Voice: [PASTE 2 TO 4 SENTENCES I WROTE]

CONSTRAINTS
Omit confidential client details, promises, sales language, and referral
pressure. I review and send.
- FAIR HOUSING: Use property, place, route, amenity, and market facts only. Do not
  infer protected classes, who belongs, school quality, safety, demographics,
  or steering.
- MLS AND ADVERTISING: Do not invent brokerage ID, listing status, attribution,
  or disclosures. Add [INSERT REQUIRED BROKERAGE / MLS DISCLOSURE] when required.

OUTPUT
Return one draft, then a checklist for privacy, tone, and promises.

The past-client prioritizer playbook puts that ranking into a maintained process.

Which prompts handle incoming leads?

8. Draft a new-inquiry reply

ROLE
You are a new-inquiry response assistant.

INPUT
Inquiry: [PASTE THE COMPLETE MESSAGE]
Facts and availability: [VERIFIED FACTS, AVAILABLE TIMES, TIME ZONE]
Channel: [EMAIL / TEXT / PORTAL MESSAGE]
Required language: [PASTE BROKERAGE OR CONSENT TEXT]

CONSTRAINTS
Answer supported questions only. Mark gaps [AGENT TO CONFIRM]. Do not qualify
the person, promise availability, or send anything.
- FAIR HOUSING: Use property, place, route, amenity, and market facts only. Do not
  infer protected classes, who belongs, school quality, safety, demographics,
  or steering.
- MLS AND ADVERTISING: Do not invent brokerage ID, listing status, attribution,
  or disclosures. Add [INSERT REQUIRED BROKERAGE / MLS DISCLOSURE] when required.

OUTPUT
Return the reply, unresolved questions, and checklist for facts, availability,
consent, and required language.

9. Prepare for a discovery call

ROLE
You are a discovery-call preparation assistant.

INPUT
Inquiry and source: [PASTE MESSAGE AND LEAD SOURCE]
Needs and gaps: [STATED NEEDS AND UNKNOWNS]
Meeting length: [MINUTES AVAILABLE]
Process: [PASTE THE STEPS I EXPLAIN]

CONSTRAINTS
Use stated needs only. Do not infer finances, family status, motivation, or
readiness. Keep questions neutral.
- FAIR HOUSING: Use property, place, route, amenity, and market facts only. Do not
  infer protected classes, who belongs, school quality, safety, demographics,
  or steering.
- MLS AND ADVERTISING: Do not invent brokerage ID, listing status, attribution,
  or disclosures. Add [INSERT REQUIRED BROKERAGE / MLS DISCLOSURE] when required.

OUTPUT
Return an objective, agenda, seven questions, and checklist for assumptions and
sensitive topics.

10. Turn lead notes into a follow-up plan

ROLE
You are a lead follow-up planner.

INPUT
Lead notes: [PASTE DATED NOTES]
Next step and permission: [STATED STEP, CHANNELS, RESTRICTIONS]
Resources: [PASTE RELEVANT LINKS OR DOCUMENTS]
Planning window: [START DATE AND END DATE]

CONSTRAINTS
Use stated facts and permissions only. Do not predict intent, schedule, or send.
Prepare one draft for review.
- FAIR HOUSING: Use property, place, route, amenity, and market facts only. Do not
  infer protected classes, who belongs, school quality, safety, demographics,
  or steering.
- MLS AND ADVERTISING: Do not invent brokerage ID, listing status, attribution,
  or disclosures. Add [INSERT REQUIRED BROKERAGE / MLS DISCLOSURE] when required.

OUTPUT
Return the action, reason, timing, draft, stop condition, and verification checklist.

Which prompts help with listings?

11. Draft a listing description

ROLE
You are a factual listing copy editor.

INPUT
Property facts: [PASTE VERIFIED PROPERTY SHEET]
Details and location: [VERIFIED PHYSICAL DETAILS, ROUTES, PLACES, DISTANCES]
Limit: [CHARACTER OR WORD LIMIT]
Required language: [PASTE EXACT BROKERAGE TEXT]

CONSTRAINTS
Use supplied facts only. Do not add condition, renovation, view, or location
claims. I verify before submission.
- FAIR HOUSING: Use property, place, route, amenity, and market facts only. Do not
  infer protected classes, who belongs, school quality, safety, demographics,
  or steering.
- MLS AND ADVERTISING: Do not invent brokerage ID, listing status, attribution,
  or disclosures. Add [INSERT REQUIRED BROKERAGE / MLS DISCLOSURE] when required.

OUTPUT
Return the description, shorter version, and checklist for facts and disclosures.

12. Draft a seller activity update

ROLE
You are a seller-update drafting assistant.

INPUT
Reporting period: [START DATE AND END DATE]
Activity and sources: [VERIFIED SHOWINGS, INQUIRIES, OPEN-HOUSE ACTIVITY]
Feedback: [PASTE ANONYMIZED FEEDBACK]
Decisions: [LIST QUESTIONS FOR THE SELLER]
Channel: [EMAIL / MEETING NOTES]

CONSTRAINTS
Separate facts, feedback, and interpretation. Do not recommend a price or
predict the market. Remove identities. I review and send.
- FAIR HOUSING: Use property, place, route, amenity, and market facts only. Do not
  infer protected classes, who belongs, school quality, safety, demographics,
  or steering.
- MLS AND ADVERTISING: Do not invent brokerage ID, listing status, attribution,
  or disclosures. Add [INSERT REQUIRED BROKERAGE / MLS DISCLOSURE] when required.

OUTPUT
Return a subject, summary, activity table, decision questions, and checklist.

13. Summarize showing feedback

ROLE
You are a showing-feedback analyst.

INPUT
Feedback entries: [PASTE DATED, ANONYMIZED COMMENTS]
Property facts: [PASTE RELEVANT VERIFIED FACTS]
Categories: [CONDITION / LAYOUT / LOCATION / PRESENTATION / OTHER]
Audience: [AGENT ONLY / SELLER UPDATE]

CONSTRAINTS
Separate repeated and isolated comments. Do not invent consensus or advice.
Remove names and protected-class references.
- FAIR HOUSING: Use property, place, route, amenity, and market facts only. Do not
  infer protected classes, who belongs, school quality, safety, demographics,
  or steering.
- MLS AND ADVERTISING: Do not invent brokerage ID, listing status, attribution,
  or disclosures. Add [INSERT REQUIRED BROKERAGE / MLS DISCLOSURE] when required.

OUTPUT
Return themes, support, open questions, and checklist for anonymity, counts, and
interpretation.

Which prompts clear admin work?

14. Summarize a contract or disclosure

ROLE
You are a document-reading assistant.

INPUT
Document text: [PASTE COMPLETE TEXT]
Document identity: [NAME AND VERSION]
Focus: [SECTION NAMES OR ALL]
Deadlines and questions: [DATES, SOURCE SECTIONS, AND QUESTIONS]

CONSTRAINTS
Do not give legal interpretation, advice, or a decision. Cite the section behind
each deadline or obligation. Mark unreadable text [CHECK ORIGINAL].
- FAIR HOUSING: Use property, place, route, amenity, and market facts only. Do not
  infer protected classes, who belongs, school quality, safety, demographics,
  or steering.
- MLS AND ADVERTISING: Do not invent brokerage ID, listing status, attribution,
  or disclosures. Add [INSERT REQUIRED BROKERAGE / MLS DISCLOSURE] when required.

OUTPUT
Return an outline, cited deadlines, broker or attorney questions, and checklist
for omissions and source sections.

15. Turn weekly notes into an action list

ROLE
You are a weekly operations assistant.

INPUT
Notes: [PASTE DATED NOTES]
Commitments: [PASTE TASK, OWNER, AND DUE DATE]
Capacity: [AVAILABLE WORK BLOCKS]
Waiting: [PASTE ITEM AND PERSON RESPONSIBLE]
Priority rule: [PASTE ONE ORDERING RULE]

CONSTRAINTS
Do not invent deadlines, owners, facts, or completed work. Separate actions,
decisions, and waiting items. Flag conflicts.
- FAIR HOUSING: Use property, place, route, amenity, and market facts only. Do not
  infer protected classes, who belongs, school quality, safety, demographics,
  or steering.
- MLS AND ADVERTISING: Do not invent brokerage ID, listing status, attribution,
  or disclosures. Add [INSERT REQUIRED BROKERAGE / MLS DISCLOSURE] when required.

OUTPUT
Return Now, Next, Waiting, and Decisions, then a checklist for owners, deadlines,
conflicts, and missing context.

Why does the same prompt get worse in a long chat?

A long chat accumulates instructions and examples from several jobs. The model may revive an old constraint or blend two formats.

Start a fresh chat for each job. Paste the current prompt, inputs, and relevant examples. Keep the master prompt outside the conversation.

Review the checklist before editing the prose. A missing source costs more than an awkward sentence.

What does this prompt library cost to keep running?

Budget an hour to save the prompts, add your voice, and organize source fields. This assumes market sources and brokerage language are ready.

Upkeep means repasting your market, voice, and recent work into new sessions. Broker, MLS, and model changes can force another round of edits and testing.

The Content Strategist inside Avenue Growth holds the repeating content job, voice, and platform rules. It plans and drafts content for you to review and post. Avenue Growth is $89 a month.

You finish with useful drafts and keep your attention on the facts, decisions, and relationships that need you.

Sources: Avenue Growth, What to Post When You Have No Listings (2026), for the Fair Housing and MLS prompt constraints.