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Prov1.7L4 Semantic FrameworkUpdated Apr 2026

Real Estate Framework

Listings, investment analysis, and client copy — AI-generated

4.7(189 reviews)2.9K installs40 prompts5 stagesLocal Business
GPT-4Claude

Real Estate Framework encodes top-producing agent, real estate investor, and property marketing expertise into prompt sequences that generate complete real estate business systems. From listing copy that sells to investment analysis that closes deals, every prompt produces real estate artifacts that drive transactions.

Full Access Unlocked

All 40 prompts · All 4 modules

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Lifetime updates (currently v1.7)
Instant delivery after purchase

"The listing copy system writes better descriptions than I do after 12 years in the business. My list..."

Marcus J. · Real Estate Agent

Need expert implementation?

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 Copy System

Go to the above and filter to Listing Copy 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 property listings, market reports, and client presentations. Repeat for each prompt in this stage before moving to the next stage.

Input needed:Property Brief
5

Stage 2Investment Analysis

Go to the above and filter to Investment Analysis. 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:Financial Data
6

Stage 3Neighborhood Guide

Go to the above and filter to Neighborhood Guide. 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:Location Data
7

Stage 4Email Sequence Selection

Go to the above and filter to Email Sequence Selection. 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:Client Type
8

Stage 5Market Report Generator

Go to the above and filter to Market Report Generator. 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
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?

Real estate agents building their marketing systems
Real estate investors analyzing deals
Property managers creating tenant communications
Real estate teams standardizing client communications

Everything you get

40 production-ready prompts across 5 workflow stages
Property listing copy system (MLS, Zillow, marketing)
Investment analysis prompts (cap rate, cash-on-cash, IRR)
Neighborhood guide generator (lifestyle, amenities, data)
Client email sequences (buyer, seller, investor)
Offer and negotiation script framework
Social media content system (listings, market updates)
Market report generator (monthly, quarterly)
Lifetime updates — currently on v1.7

What's Inside

4 modules · 40 prompts · 5 workflow stages

Modules(4 total)

Listing Copy System

Property description generator for MLS, Zillow, and marketing materials. Headline formulas, feature-to-benefit translation, and neighborhood context integration.

9 prompts

Investment Analysis System

Cap rate calculation narrative, cash-on-cash return analysis, IRR projection, rental income analysis, and deal memo generator.

8 prompts

Client Communication System

Buyer journey email sequence, seller update templates, investor deal flow emails, and open house follow-up sequences.

10 prompts

Market Intelligence System

Neighborhood guide generator, monthly market report template, comparative market analysis narrative, and market trend commentary.

13 prompts
Sample Prompts(40 total)
Property Listing Copy·Claude

Write compelling property listing copy for the following home: Address: [ADDRESS], Bedrooms: [N], Bathrooms: [N], Square footage: [SF], Lot size: [SIZE], Year built: [YEAR], Key features: [LIST], Recent updates: [LIST], Neighborhood: [DESCRIBE], Price: [PRICE]. Create: (1) MLS headline (under 50 characters, lead with the strongest feature), (2) MLS description (250 words — paint a picture of the lifestyle, not just the specs), (3) Social media caption (Instagram/Facebook — 100 words, emotional, ends with a question), (4) Email subject line for buyer list (5 options). Avoid clichés: "cozy", "charming", "must-see", "won't last long".

Investment Deal Memo·GPT-4

Generate an investment deal memo for the following property: Address: [ADDRESS], Purchase price: [PRICE], Property type: [TYPE], Current rents: [RENTS], Vacancy rate: [%], Operating expenses: [BREAKDOWN], Financing: [DOWN PAYMENT, RATE, TERM]. Calculate and present: (1) Gross Rent Multiplier, (2) Cap Rate (current and pro forma), (3) Cash-on-Cash Return (year 1), (4) Monthly cash flow, (5) Break-even occupancy rate, (6) 5-year IRR projection (assume [%] annual rent growth, [%] appreciation), (7) Key risks and mitigants. Format as a 1-page investment memo suitable for sharing with partners.

Workflow Architecture(5 stages)

system

9 prompts

Stage 1

workflow

8 prompts

Stage 2

prompts

10 prompts

Stage 3

templates

13 prompts

Stage 4

Everything included

Property listing copy system
Investment analysis prompts
Neighborhood guide generator
Client email sequences
Offer & negotiation scripts
Social media content system
Market report generator
Full Access Unlocked

What builders say

"The listing copy system writes better descriptions than I do after 12 years in the business. My listings are getting more showings and selling faster."

MJ

Marcus J.

Real Estate Agent

"The investment deal memo prompts produce analysis I can share with my partners immediately. Saves me 3 hours per deal."

TR

Tanya R.

Real Estate Investor

You have full access

All 40 prompts across 4 modules are unlocked for your account.

$149$229

Lifetime access