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ProFeaturedNewv1.5L2 Semantic FrameworkUpdated July 2026

Real Estate Agent OS

Complete AI operating system for real estate agents — listings, leads, and client nurture

4.8(214 reviews)2.9K installs42 prompts5 stagesLocal Business
GPT-4MidJourneyGoDaddy Airo

Real Estate Agent OS is the definitive AI framework for agents who want to dominate their market with professional content at scale. It covers every content need in the real estate sales cycle: compelling MLS listing descriptions, lead nurture email sequences for buyers and sellers, open house follow-up scripts, market report narratives, and a social media engine that positions the agent as the local expert. Every prompt is calibrated for the trust-heavy, relationship-driven nature of real estate sales.

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All 42 prompts · All 5 modules

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"The listing description prompts transformed my MLS copy. I went from generic descriptions to lifesty..."

Marcus T. · Top Producer, RE/MAX

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Hire an Orchestrator

Connect with a certified Prompt.Doctor Orchestrator to deploy this framework for you.

How to use this framework

No coding required. You will use ChatGPT or Claude as your AI tool. Follow these steps in order — do not skip ahead.

1

Purchase & download the framework

Click the buy button on this page. After checkout, click the and hit Download .zip. Unzip it on your computer — you'll see a .md file and a .pdf file. The .pdf is easy to read. The .md file is what you'll copy prompts from.

2

Open ChatGPT or Claude in a new browser tab

Go to chat.openai.com (ChatGPT) or claude.ai (Claude) — either works. Start a new conversation. Keep this framework page open in another tab so you can copy prompts from it. You'll be switching between the two tabs throughout this process.

3

Write down your brief before touching any prompt

Every prompt in this framework has [BRACKETED] placeholders like [STUDIO NAME], [STYLE SPECIALTY], [CITY]. Before you run a single prompt, open a notes app and write down your real answers for each placeholder. You'll paste these in every time you see a bracket — having them ready saves time and keeps your outputs consistent across all stages.

4

Stage 1Listing Description Engine (MLS-ready copy)

Go to the above and filter to Listing Description Engine (MLS-ready copy). You'll see a list of prompts. Click the copy button on the first one, switch to your ChatGPT or Claude tab, paste it in, and replace every [BRACKET] with your real business info. Hit send. When the AI responds, copy that response and save it — that's your finished content for your website homepage, About page, and brand materials. Repeat for each prompt in this stage before moving to the next stage.

Input needed:Property Brief
5

Stage 2Nurture Sequence (buyer or seller path)

Go to the above and filter to Nurture Sequence (buyer or seller path). You'll see a list of prompts. Click the copy button on the first one, switch to your ChatGPT or Claude tab, paste it in, and replace every [BRACKET] with your real business info. Hit send. When the AI responds, copy that response and save it — that's your finished content for your email campaigns, follow-up sequences, and client communications. Repeat for each prompt in this stage before moving to the next stage.

Input needed:Lead Source
6

Stage 3Open House System (pre, during, post)

Go to the above and filter to Open House System (pre, during, post). You'll see a list of prompts. Click the copy button on the first one, switch to your ChatGPT or Claude tab, paste it in, and replace every [BRACKET] with your real business info. Hit send. When the AI responds, copy that response and save it — that's your finished content for your marketing materials and business content. Repeat for each prompt in this stage before moving to the next stage.

Input needed:Event
7

Stage 4Market Intelligence Content

Go to the above and filter to Market Intelligence Content. You'll see a list of prompts. Click the copy button on the first one, switch to your ChatGPT or Claude tab, paste it in, and replace every [BRACKET] with your real business info. Hit send. When the AI responds, copy that response and save it — that's your finished content for your property listings, market reports, and client presentations. Repeat for each prompt in this stage before moving to the next stage.

Input needed:Market Data
8

Stage 5Brand & Referral System

Go to the above and filter to Brand & Referral System. You'll see a list of prompts. Click the copy button on the first one, switch to your ChatGPT or Claude tab, paste it in, and replace every [BRACKET] with your real business info. Hit send. When the AI responds, copy that response and save it — that's your finished content for your review request emails, testimonial pages, and referral campaigns. Repeat for each prompt in this stage before moving to the next stage.

Input needed:Agent Brief
9

Optional: Build the full AI-powered app in an AI website builder

If you want to go beyond copy-paste and build a real web app (booking system, client portal, automated email sequences), open an AI website builder such as Airo. Go to the , copy the Orchestrator Prompt, paste it into the AI chat, and it will build the entire app structure for you automatically.

Who is this for?

Independent real estate agents building their personal brand
Teams and brokerages standardizing their content quality
New agents who need professional content without years of experience
Property managers and commercial real estate professionals

Everything you get

42 production-ready prompts across 5 workflow stages
MLS listing system: descriptions for single-family, condo, luxury, investment, and land
Lead nurture sequences: 7-email buyer sequence and 5-email seller sequence
Open house system: pre-event social posts, day-of scripts, and follow-up sequences
Market report templates: monthly neighborhood report and CMA narrative
Social media engine: 90-day Instagram and Facebook content calendar
Agent brand system: bio, tagline, value proposition, and referral ask scripts

What's Inside

5 modules · 42 prompts · 5 workflow stages

Modules(5 total)

Listing Description Engine

MLS-optimized property descriptions for 5 property types. Each prompt produces a headline, 3-paragraph description, and bullet-point features list. Includes luxury and investment property variants.

10 prompts

Lead Nurture Sequences

Buyer sequence (7 emails: search start to offer stage) and seller sequence (5 emails: valuation to listing agreement). Each email has a clear CTA and value-add content.

12 prompts

Open House System

Pre-event social posts, day-of check-in scripts, and 3-touch follow-up sequence for open house attendees. Includes scripts for both interested and uninterested visitors.

8 prompts

Market Intelligence Content

Monthly neighborhood market report template, CMA narrative generator, and "market update" social post series. Positions the agent as the local data authority.

7 prompts

Agent Brand & Referral System

Agent bio (short and long versions), personal brand tagline, value proposition statement, and referral ask scripts for past clients, sphere of influence, and professional networks.

5 prompts
Sample Prompts(42 total)
Luxury Listing Description·GPT-4

You are a luxury real estate copywriter. Write a compelling MLS listing description for the following property. Requirements: 1) Headline (10 words max — lead with the lifestyle, not the specs), 2) Opening paragraph (3 sentences — paint the lifestyle picture before mentioning features), 3) Features paragraph (highlight 5–7 standout features using evocative language — not a spec sheet), 4) Location paragraph (neighborhood lifestyle, walkability, proximity to key amenities), 5) Closing sentence (urgency without desperation). Property details: [ADDRESS], [BEDS/BATHS], [SQ FT], [KEY FEATURES], [PRICE RANGE], [NEIGHBORHOOD]. Tone: aspirational, sophisticated. Avoid: "stunning," "gorgeous," "must-see," "won't last long."

Buyer Lead Nurture Email 1·GPT-4

Write the first email in a 7-email buyer lead nurture sequence for [AGENT NAME], a real estate agent in [CITY/MARKET]. This email is sent immediately after a buyer registers on the agent's website. Requirements: 1) Subject line (under 50 characters, curiosity-driven), 2) Opening: acknowledge their search without being salesy, 3) Value delivery: share 1 genuinely useful insight about buying in [MARKET] right now, 4) Soft CTA: invite them to reply with their timeline and must-haves (not "schedule a call"), 5) P.S. line: share a quick market fact that establishes expertise. Tone: helpful neighbor, not pushy salesperson. Under 200 words.

Property Hero Photo Prompt·MidJourney

Real estate hero photograph, [PROPERTY TYPE] exterior, [ARCHITECTURAL STYLE] architecture, golden hour lighting, lush landscaping in foreground, clear blue sky, professional real estate photography style, wide angle shot showing full facade, [SPECIAL FEATURES: pool/garage/porch visible], warm inviting atmosphere, sharp focus, high dynamic range --ar 16:9 --v 6 --style raw

Workflow Architecture(5 stages)

prompts

10 prompts

Stage 1

workflow

17 prompts

Stage 2

templates

8 prompts

Stage 3

system

7 prompts

Stage 4

Everything included

MLS listing description generator (5 property types)
Buyer & seller lead nurture sequences
Open house follow-up scripts
Market report & CMA narrative templates
Social media content calendar (Instagram/Facebook)
Referral network outreach system
Agent bio & personal brand copy
Full Access Unlocked

What builders say

"The listing description prompts transformed my MLS copy. I went from generic descriptions to lifestyle narratives that actually get showings. My days-on-market dropped 40%."

MT

Marcus T.

Top Producer, RE/MAX

"The buyer nurture sequence is exactly what I needed. Professional, helpful, not pushy. My lead-to-appointment conversion doubled in 60 days."

SK

Sarah K.

Independent Agent

You have full access

All 42 prompts across 5 modules are unlocked for your account.

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