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Prov2.0L4 Semantic FrameworkUpdated Mar 2026

Real Estate AI Framework

Lead generation and listing system powered by AI

4.8(156 reviews)2.1K installs41 prompts6 stagesLocal Business
GPT-4MidJourneyGoDaddy Airo

Real Estate AI Framework is a complete AI system for real estate agents and brokerages. It covers every stage of the listing and lead generation process — from property descriptions that sell to virtual staging prompts, neighborhood guides, and automated lead nurture sequences. Built by analyzing the top-performing listings and marketing systems of 500+ agents.

Full Access Unlocked

All 41 prompts · All 5 modules

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Secure checkout via Stripe
Lifetime updates (currently v2.0)
Instant delivery after purchase

"The virtual staging prompts are incredible. I'm getting offers on properties that sat for months — b..."

James H. · Real Estate Agent

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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 1Personal Brand + Market Positioning

Go to the above and filter to Personal Brand + Market Positioning. 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:Agent Brief
5

Stage 2Listing Copy System (MLS, web, social)

Go to the above and filter to Listing Copy System (MLS, web, social). 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:Property Data
6

Stage 3Virtual Staging Engine

Go to the above and filter to Virtual Staging Engine. 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:Empty Room Photos
7

Stage 4Nurture Sequence (buyer/seller/investor)

Go to the above and filter to Nurture Sequence (buyer/seller/investor). 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
8

Stage 5Market Intelligence Reports

Go to the above and filter to Market Intelligence Reports. 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:MLS Data
9

Stage 6Hyperlocal Content Engine

Go to the above and filter to Hyperlocal Content Engine. 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:Local Knowledge
10

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 brand
Real estate teams and brokerages
Property managers and rental operators
Real estate marketing agencies

Everything you get

41 production-ready prompts across 6 workflow stages
Property listing copy system (MLS, website, social)
MidJourney virtual staging prompts (12 room types)
Lead nurture email sequences (buyer, seller, investor)
Market report generator (monthly, quarterly)
Neighborhood guide system (hyperlocal content)
Social proof framework (testimonials, case studies)
CRM prompt architecture for follow-up sequences
Lifetime updates — currently on v2.0

What's Inside

5 modules · 41 prompts · 6 workflow stages

Modules(5 total)

Property Listing System

Generate compelling property descriptions for MLS, website, and social media from a property data sheet. Includes headline system and feature prioritization logic.

8 prompts

Virtual Staging Engine

MidJourney prompt sequences for virtually staging 12 room types. Transform empty rooms into aspirational spaces that help buyers visualize the potential.

12 prompts

Lead Nurture Architecture

Three complete email sequences: buyer nurture (12 emails), seller nurture (8 emails), and investor nurture (10 emails). Each sequence is segmented by timeline and motivation.

9 prompts

Market Intelligence System

Monthly and quarterly market report generators. Turn MLS data into readable, shareable market insights that position you as the local expert.

5 prompts

Hyperlocal Content Engine

Neighborhood guide system, school district content, local business spotlights, and community event coverage — the content that wins local SEO.

7 prompts
Sample Prompts(41 total)
Property Listing Description·GPT-4

Write a compelling property listing description for [ADDRESS]. Property details: [BEDROOMS/BATHROOMS/SQFT], [KEY FEATURES], [NEIGHBORHOOD], [PRICE]. Target buyer: [BUYER PROFILE]. Structure: Aspirational opening (sell the lifestyle, not the specs), 3 standout features with specific details, Neighborhood context (walkability, schools, amenities), Practical details (parking, storage, utilities), Closing call to action. Under 200 words. No clichés ("charming", "cozy", "must-see").

Virtual Staging — Living Room·MidJourney

Virtual staging of empty living room, [ARCHITECTURAL STYLE: modern / traditional / mid-century] interior design, [COLOR PALETTE], sectional sofa with throw pillows, coffee table with books and plant, area rug defining the space, floor lamp, art on walls, natural light from [WINDOW DIRECTION], photorealistic, architectural visualization quality, real estate photography style --ar 16:9 --v 6 --style raw

Buyer Lead Nurture — Email 1·GPT-4

Write the first email in a buyer lead nurture sequence for [AGENT NAME], a real estate agent in [CITY]. The lead just downloaded a home buying guide. Goal: Build trust, not sell. Structure: Personal welcome (not corporate), One genuinely useful insight about buying in [CITY] right now, What to expect from this email series, Soft CTA (reply with questions, not "book a call"). Under 200 words. Sound like a knowledgeable friend, not a salesperson.

Workflow Architecture(6 stages)

system

8 prompts

Stage 1

prompts

19 prompts

Stage 2

workflow

9 prompts

Stage 3

templates

5 prompts

Stage 4

Everything included

Property listing copy system
MidJourney staging prompts
Lead nurture email sequences
Market report generator
Social proof framework
Neighborhood guide system
CRM prompt architecture
Full Access Unlocked

What builders say

"The virtual staging prompts are incredible. I'm getting offers on properties that sat for months — buyers can finally see the potential."

JH

James H.

Real Estate Agent

"Rolled this out to my 15 agents. Listing descriptions are consistently better and we're saving 2–3 hours per listing."

SM

Sandra M.

Brokerage Owner

You have full access

All 41 prompts across 5 modules are unlocked for your account.

$129$199

Lifetime access