
Save hours every week with the Real Estate AI Operating System
A command center plus five connected jobs for listings, CMAs, seller updates, and deals to close — drafted into your Gmail, Calendar, and Drive for your approval, with living trackers. Ambient fair-housing guard flags steering language before it ships. Every prompt included — 79 skills in all.
Installs as a Claude Cowork plugin — and every prompt is included as an HTML page you can use in ChatGPT, Gemini, or any AI. How to install → Prices are in USD; Gumroad applies fair local pricing at checkout in eligible countries.
Real estate agents use Claude to write the words a deal needs: MLS listing descriptions, CMA narratives for seller appointments, follow-ups after showings, market updates for their sphere, and inspection repair requests. You give it the property facts, comps, and notes; it drafts, and you check and send. Claude has no live MLS access unless you connect it to a data source, so prices, comps, and statistics come from you, and fair housing review of anything public stays your job.
Below: what Claude does for agents, the free Real Estate Agent plugin and its five commands, a Project setup, five prompts you can copy, and straight answers on cost, fair housing, MLS data, and ChatGPT.
Can realtors use Claude for listings and client emails?
Yes, those are the two most common uses. Paste the property details and Claude drafts an MLS description, social captions, and open-house posts; paste your showing notes and it drafts the follow-up email in your voice. Check every feature and number against the listing, and run public copy through your fair housing review before it goes out.
What agents hand Claude most often, each covered by a prompt further down:
- Listing descriptions for the MLS, social posts, and luxury or investor versions.
- Client emails after showings, for price reductions, offers, and transaction updates.
- Market summaries that turn your numbers into a seller-friendly explanation.
- Lead and sphere content such as "Market Monday" posts and newsletters.
- Transaction letters such as repair requests and extension requests.
What is Claude Cowork?
Claude Cowork is Anthropic's agent workspace inside the Claude app. It runs plugins and skills and can work through multi-step tasks and hand back finished files. Since September 16, 2026 Anthropic has been merging Cowork and chat into one Claude app, so you may see it as part of Claude rather than a separate mode. Cowork and plugins need a paid Claude plan, starting with Pro.
Claude-native prompts. The prompts in this guide use XML tags (
<context>,<instructions>,<avoid>) to separate your facts from your instructions. They work in ChatGPT too.
The free Real Estate Agent plugin: five commands
The Real Estate Agent plugin is free. Type a command and pick it from the menu; if you paste it, Claude reads it as ordinary text.
| Command | What it drafts |
|---|---|
/listing-description |
MLS, social media, and marketing descriptions from property details |
/client-email |
Client emails for showings, offers, price reductions, and lead follow-up |
/cma-narrative |
A seller-friendly market analysis narrative from your comparable sales |
/market-update |
Neighborhood or area market update emails for your sphere |
/offer-comparison |
A side-by-side comparison to help sellers weigh multiple offers |
Two skills switch on by themselves when they're relevant: Real Estate Marketing (listing writing, social posts, and Fair Housing Act compliance) and Client Communication (buyers, sellers, and leads).
To install it in the Claude app: Customize → Plugins → Add → Add marketplace → Add from a repository, paste alexclowe/awesome-claude-cowork-plugins, click Sync, then click Add next to Real Estate Agent under Discover. Plugins need a paid Claude plan. In Claude Code: run /plugin marketplace add alexclowe/awesome-claude-cowork-plugins, then /plugin install real-estate@awesome-claude-cowork-plugins. Step-by-step screenshots are in how to install the Real Estate plugin.
What's paid: The free plugin covers every prompt on this page. If you want your week run for you, the Real Estate AI Operating System (the card near the top of this page) adds a command center and connected jobs: launching this week's listings, managing each deal to close, daily outreach, a Friday sphere loop, and listing appointment prep with a CMA narrative. Every job screens its copy for fair housing problems such as steering and protected-class language before you see it. Drafts land in your Gmail, Calendar, and Drive for your approval if you connect them, and nothing is sent or posted without your click.
Set up a Claude Project for your business
A Claude Project keeps your instructions and reference files in one place, so you don't re-explain your market and voice every time. If you use the plugin, its skills load on their own; the Project adds your brokerage's style, your market, and your past listings.
Step 1: Create a Real Estate Project. In Claude, click "Projects" and create one called something like "My Real Estate Business."
Step 2: Set your custom instructions. In the Project settings, add instructions like:
You are my real estate business assistant. Here is my context:
<business-profile>
- Name: [Your Name], [Your Brokerage]
- Market: [City/Region], specializing in [residential/luxury/commercial/etc.]
- Typical price range: $[X] to $[X]
- Brand voice: [Professional but warm / Luxury and polished / Casual and approachable]
- MLS character limit for descriptions: [X characters]
- State: [Your State] (for disclosure and advertising rules)
</business-profile>
<rules>
- When writing listings, always comply with Fair Housing guidelines. Never use language that implies preference based on protected classes. Always focus on property features and lifestyle, not neighborhood demographics.
- When writing client communications, match my voice: [paste a sample email you have written].
</rules>Press Enter to copy this prompt to your clipboard.Step 3: Upload reference documents. Add your best listing descriptions, your brokerage's brand guidelines, recent market reports, or your CMA template to the Project knowledge base. Claude will reference these when generating content.
Step 4: Start every session inside this Project. This ensures Claude always has your context loaded.
Five real estate prompts to copy
1. Listing Descriptions That Sell
This is the single biggest time-saver for most agents. Instead of staring at a blank screen, give Claude the facts and let it draft.
<task>Write an MLS listing description for this property.</task>
<property-details>
- Address: 742 Evergreen Terrace, Springfield
- 4 bed / 3 bath, 2,400 sq ft
- Built 2018, single-story ranch
- Features: quartz counters, open floor plan, covered patio with built-in grill, walk-in pantry, 3-car garage, smart home system
- Lot: 0.35 acres, backs to greenbelt
- School district: Springfield USD
</property-details>
<instructions>
- Keep it under 225 words
- Lead with the strongest lifestyle hook
- Comply with Fair Housing guidelines
</instructions>
<avoid>
- Mentioning neighborhood demographics or school quality rankings
- Language that implies preference based on protected classes
</avoid>Press Enter to copy this prompt to your clipboard.2. Client Communication at Scale
Whether it is a follow-up after a showing, a price reduction conversation, or a transaction update, Claude can draft emails and texts that sound like you.
<task>Draft a follow-up email to my buyer clients, Sarah and Mike.</task>
<context>
They toured 3 homes yesterday:
1. 123 Oak St — they loved the kitchen but worried about the small yard
2. 456 Pine Ave — great location, but needs too much updating
3. 789 Maple Dr — strong contender, they want to think about it
</context>
<instructions>
- Recap the pros and cons we discussed
- Gently encourage them to revisit 789 Maple Dr this weekend
- Suggest we also look at 2 new listings I found that address the yard concern
- Keep it under 150 words
- Warm, not pushy
</instructions>Press Enter to copy this prompt to your clipboard.3. Market Analysis Summaries
Turn raw data into client-ready market narratives.
<task>Summarize this market data for a seller consultation.</task>
<data>
- Median sale price (June): $485,000 (up 3.2% YoY)
- Average days on market: 18 (down from 24 last year)
- Months of inventory: 1.8
- List-to-sale ratio: 98.7%
- Active listings: 142 (down 12% from last month)
</data>
<instructions>
- Write a 3-paragraph summary a seller would understand
- Explain what this means for their pricing strategy
- Avoid jargon
- End with a clear recommendation
</instructions>
Think step-by-step about the market trends before writing the summary.Press Enter to copy this prompt to your clipboard.4. Lead Generation Content
Use Claude to create social media posts, blog outlines, and email newsletters that position you as the local expert.
<task>Write 5 Instagram captions for a "Market Monday" series about the Springfield real estate market.</task>
<instructions>
- Open with a hook question or surprising stat
- Include one actionable insight for buyers or sellers
- End with a CTA to DM me
- Be under 100 words each
- Include 3-5 relevant hashtags
- Use a confident but approachable tone
- No exclamation marks
</instructions>Press Enter to copy this prompt to your clipboard.5. Transaction Management Support
Claude can draft inspection response letters, extension requests, and status updates that keep deals moving.
<task>Draft a repair request letter to the seller based on these inspection findings.</task>
<findings>
- HVAC system: 18 years old, showing signs of failure, estimated replacement cost $6,500
- Roof: Missing shingles on south-facing slope, minor leak at flashing, estimated repair $1,200
- Electrical: Two outlets in garage not grounded, estimated fix $400
</findings>
<instructions>
- We are requesting the seller credit $8,100 at closing
- Frame it as reasonable and based on the inspector's findings
- Professional tone, not adversarial
</instructions>Press Enter to copy this prompt to your clipboard.Prompting tips for real estate agents
1. Always specify the audience. "Write for a first-time buyer" produces very different output than "write for a luxury investor." Tell Claude who will read it.
2. Set word and character limits. MLS fields have character limits. Social media has attention limits. Always specify: "Keep it under 250 words" or "Max 1,000 characters."
3. Include compliance guardrails. Add "Comply with Fair Housing guidelines" to any prompt involving property descriptions or neighborhood commentary. Make this a habit.
4. Provide examples of your voice. The fastest way to get Claude to match your style is to paste a previous email or listing you wrote and say "Match this tone and style."
5. Ask for multiple versions. Say "Give me 3 versions with different hooks" for listings or social posts. You will often combine the best elements from each.
6. Use Claude as an editor, not just a writer. Paste your own draft and ask: "Tighten this up, fix any grammar issues, and make the CTA stronger." This is often faster than starting from scratch.
Fair housing, data, and privacy
Fair Housing is non-negotiable. Never ask Claude to describe neighborhoods in terms of demographics, school quality rankings, crime statistics, or "desirable" residents. Stick to property features, architectural details, and lifestyle benefits. Always review output for language that could imply preference based on race, color, religion, sex, national origin, disability, or familial status.
Data accuracy matters. Claude does not see live MLS data unless you connect a data source. Always verify any market statistics, property details, or pricing information before using it in client-facing materials. Claude is a drafting tool, not a data source.
Client confidentiality. Do not paste clients' financial information, loan details, or sensitive personal circumstances into Claude. Use general terms instead: "my buyer is pre-approved in the $400-450K range" rather than pasting their pre-approval letter.
Broker review. If you are unsure whether AI-generated content complies with your state's advertising and disclosure rules, run it by your broker before publishing.
Is Claude free for real estate agents?
Claude has a free plan, and the prompts on this page work in it. The plugin and Cowork need a paid plan: Claude Pro is $20 a month, or $17 a month billed annually, and Max, Team, and Enterprise plans are also available. Check claude.com/pricing for current prices, because Anthropic changes them.
The Real Estate Agent plugin itself is free on any paid plan.
Does Claude follow fair housing rules in listing descriptions?
Only if you tell it to, and you still review the result. Ask it to describe the property and its features, never the buyer it suits, and to avoid schools, demographics, and "perfect for" wording. The plugin's Real Estate Marketing skill carries that guidance. You're responsible for what you publish, so read every listing and post before it goes out and ask your broker when you're unsure.
More on the rules in AI listing descriptions and fair housing.
Can Claude pull MLS data or comps?
Not on its own. Claude works from what you paste or upload, such as your comps, an MLS export, or a market report, so the numbers in its drafts are only as current as yours. Agents who want fresher data can connect a data tool to Claude through MCP, a standard way to plug outside tools into Claude. We walk through two setups: pulling comps with the ATTOM Data MCP and pulling MLS listings with the Playwright MCP.
Is Claude or ChatGPT better for real estate agents?
Either one can write a good listing or follow-up from good input. The practical differences are which tool your brokerage allows, and whether you want ready-made real estate commands, which is what the free plugin adds on the Claude side. We compare them in more detail in ChatGPT vs Claude for real estate.
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A command center plus five connected jobs for listings, CMAs, seller updates, and deals to close — drafted into your Gmail, Calendar, and Drive for your approval, with living trackers. Ambient fair-housing guard flags steering language before it ships. Every prompt included — 79 skills in all.
Get the Operating System for $19Installs as a Claude Cowork plugin — and every prompt is included as an HTML page you can use in ChatGPT, Gemini, or any AI. How to install → Prices are in USD; Gumroad applies fair local pricing at checkout in eligible countries.