A Framework for Real Estate Agents
Teach Your AI to Work for You
How to build an onboarding document that makes any AI assistant — Claude, ChatGPT, Gemini, or others — understand your business, your voice, and your goals.
The Problem
Your AI doesn't know you yet
Every time you open a new chat, you're talking to someone who has never met you. They don't know your market, your voice, your clients, or what you've already tried. So they give you generic answers.
An AI onboarding document fixes this. It's a single text file — plain language, no coding required — that you paste into any AI tool to tell it who you are, how you work, and what you need from it. Think of it as a new employee's first-day briefing, except the employee absorbs it in under a second.
Done well, it means the difference between getting a response that sounds like a press release and getting one that actually sounds like you.
The core idea: AI tools are only as good as the context you give them. A well-built onboarding document is leverage — write it once, and it makes every future AI interaction significantly better.
What good context gets you
- Content that sounds like you wrote it
- Market commentary specific to your city
- Recommendations that fit your budget and style
- Emails in your actual voice
- A thinking partner who remembers your goals
What no context gets you
- Generic "real estate market update" language
- Advice for any agent, anywhere
- Tool recommendations you've already tried
- Content you have to rewrite from scratch
- Repetitive onboarding in every conversation
The Framework
What to include in your onboarding document
You don't need to fill in every section to get started. The required sections matter most. Add the rest as you go.
- Your name and business name
- Brokerage and office location
- Years of experience and primary market
- One sentence on your professional philosophy
- Three adjectives that describe your tone
- Words or phrases to never use
- Real estate clichés you hate
- How formal or casual your communication is
- City or neighborhoods you specialize in
- Typical price range of your transactions
- Property types you focus on
- Any market nuances your city is known for
- Who your best clients are (demographics, mindset, budget)
- What they care about and how they make decisions
- Who you're moving away from, if applicable
- Revenue or transaction targets for the year
- Top 1–3 priorities right now
- What you're hiring for, if anything
- Active platforms (Instagram, LinkedIn, Facebook, YouTube)
- Blog or newsletter status
- Posting frequency and content types
- Your CRM and how you use it
- Marketing and content tools
- What you've tried that didn't work — include this, it matters
- Specific tools or platforms that underperformed
- Lead gen strategies that didn't convert
- Any working patterns to avoid
- Preferred response format
- Cognitive preferences or working style
- Time constraints or bandwidth limitations
- Designations (CRS, GRI, ABR, SRES, etc.)
- Awards or recognition
- Professional memberships and associations
- Role you want the AI to play
- How to handle requests outside your usual scope
- What to prioritize on open-ended questions
NAME: [Your full name]
BUSINESS: [Business name, if different]
BROKERAGE: [Brokerage name and city]
MARKET: [Specific city and neighborhoods you serve]
EXPERIENCE: [Years in real estate]
WHO I SERVE: [Describe your ideal client in 2–3 sentences]
MY GOALS THIS YEAR: [1–3 specific goals]
MY VOICE: [Three words. Then what to never write.]
NEVER SAY: [Phrases or words you hate]
ACTIVE PLATFORMS: [Instagram, LinkedIn, etc.]
CRM: [What you use and how]
WHAT HASN'T WORKED: [Tools, vendors, strategies]
HOW I WORK BEST: [Response format preferences]
Using It
Where to put this document and how to use it
You have a few options, and the right one depends on which AI tool you use most often. None of these require any technical knowledge.
Three places to put your document in Claude
- User Preferences (best for everyday use): Go to Settings → Profile. Paste your onboarding document into the "Preferences" field. Claude remembers this in every conversation automatically — you never paste it again.
- A Project (best for ongoing work): Create a Project in Claude (left sidebar → New Project). Add your document as a "Project Instruction." Every conversation inside that project remembers it. Good for keeping real estate work separate from personal tasks.
- Paste at the start of a conversation: The simplest method. Copy your document, start a new chat, paste it in, and say "This is my background — use this context for everything we discuss today."
Where to put it in ChatGPT
- Custom Instructions (best option): Click your profile icon → Customize ChatGPT → Custom Instructions. Paste into "What would you like ChatGPT to know about you?" and "How would you like ChatGPT to respond?" Applies to all conversations.
- A custom GPT (advanced): Build a dedicated real estate assistant using your document as the system prompt. More involved but worth it if you use ChatGPT frequently.
- Paste at the start of a chat: Works the same as on any other platform.
Where to put it in Gemini
- Gems (best option): In Gemini Advanced, create a "Gem" called "My Real Estate Assistant" and paste your document as the instructions. Access it any time from your Gems library.
- Paste at the start of a chat: For Gemini without Advanced, pasting your document at the top of a conversation is the most reliable method.
The universal method — works anywhere
- Save your onboarding document as a plain text file or a Google Doc.
- At the start of any AI conversation, paste it in and say: "This is my professional background. Use this context for everything we work on today."
- Proceed with your actual question or task.
What the Tools Do
Claude's built-in tools, explained simply
Claude isn't just a chatbot — it has tools that let it do real work. Here's what each one does and when you'd actually use it.
Claude can search the web in real time. Ask it about current mortgage rates, recent market news, or what a competitor just listed. Without this, Claude only knows what it was trained on — which has a cutoff date.
Upload PDFs, spreadsheets, photos, and documents. Claude reads them and responds based on the content. Upload a disclosure package, a market report, a floor plan, or a property photo and ask questions about it.
Claude can write and run code to do calculations, build spreadsheets, or automate repetitive tasks. You don't need to know how to code — just describe what you need.
If connected, Claude can search your Google Drive and read documents, decks, and spreadsheets. Ask it to find last year's listing presentation or summarize a document without opening it.
Claude can read your calendar, create events, and find open time slots. Ask it to schedule a follow-up call, block time for content creation, or find a meeting time that works for multiple people.
Claude can read, search, and draft emails in Gmail. Give it context and it writes follow-up emails, buyer update messages, or listing pitch responses — in your voice, not generic real estate language.
Claude can search for businesses, schools, transit, and points of interest and display them on a map. Useful for building neighborhood guides or answering client location questions.
If your Canva account is connected, Claude can generate presentations, social posts, and flyers. Describe what you need and it builds a starting point in Canva for you to customize.
Claude can create files you download and keep — blog drafts, property descriptions, email templates, spreadsheets. Think of it as Claude creating a finished document, not just a response in the chat window.
Claude can save facts about you across sessions — your brokerage, preferences, ongoing projects. Combined with your onboarding document, this builds a persistent working relationship rather than starting from zero every time.
For complex questions, Claude runs extended research across many sources and produces a structured report. Useful for competitive analysis, neighborhood deep-dives, or researching a specific property's history.
Claude can search your conversation history to find something you worked on together — a draft you started, a strategy you discussed, or notes from a previous session.
Worth knowing: Most of these tools are off by default and need to be turned on in Settings, or connected through the integrations menu. Connecting Gmail and Google Drive takes about two minutes each and dramatically expands what Claude can do for you without extra effort on your part.
Getting Started
The fastest path to a working document
You don't need to write everything at once. Here's the minimum viable version to complete in the next 20 minutes.
Fill in the starter template
Use the template in the Outline section above. Focus on: your name and market, your ideal client, your voice (including words you hate), and your goals this year. Five minutes of real answers beats a polished hour of vague ones.
Paste it into Claude's User Preferences
Go to Claude.ai → Settings → Profile → Preferences. Paste your document. Two minutes, and every conversation from now on starts with Claude understanding who you are.
Test it with a real task
Ask Claude to write a short social post about something happening in your market right now. Does it sound like you? Is it specific to your city? If not, add more voice details to your document.
Add to it as you go
Every time Claude gives you a wrong recommendation — the wrong tone, a tool you've tried, a strategy that doesn't fit — add a line to your document. Most agents have a strong working version within two weeks.
The document that's 80% right and in use today
is worth more than the perfect one you haven't written yet.
Common Questions
Frequently Asked Questions
How do real estate agents use AI effectively?
The agents getting real results from AI aren't just using it to write captions. They've given it context — their market, their voice, their clients, what they've already tried. An onboarding document does that once, and the difference in output quality is immediate. Generic questions get generic answers. Specific context gets specific, usable work.
What should a real estate agent include in an AI onboarding document?
The highest-impact sections are your voice and writing style (including words you never want to use), your market at the neighborhood level (not just the city), your ideal client, and your current business goals. The "what doesn't work" section matters more than most agents expect — telling the AI what to never recommend saves a lot of frustration.
Where do you put an AI onboarding document in Claude?
Go to Claude.ai → Settings → Profile → Preferences and paste your document there. Claude applies this context automatically in every conversation — you never have to repeat yourself. You can also create a Project and add it as a Project Instruction if you want a dedicated workspace for real estate work.
Can real estate agents use Claude for marketing content?
Yes — property descriptions, blog posts, social media content, email follow-ups, newsletter copy, and more. The quality improves dramatically once Claude understands your market, your voice, and who you're writing for. Without that context, the output sounds like every other agent's content. With it, it sounds like you.
What AI tools are most useful for real estate agents in 2026?
Claude is the strongest for writing, research, and strategic thinking — especially with its Google Drive, Gmail, and Calendar integrations. ChatGPT is solid for content and client communication. Canva AI handles visual content. All of them work significantly better once you've built an onboarding document that explains your business and voice. The tool matters less than the context you give it.
Have questions about how to build your own system? Luba Muzichenko is a San Francisco real estate agent with 20 years of market experience. Reach her at luba@lubasf.com or lubasf.com.