# AI for Real Estate Agents: The Real Estate Marketing Agent Product page: https://www.winstondigitalmarketing.com/products/ai-for-real-estate-agents/ Price: $47 USD // product / real estate # AI for real estate agents: what actually works, and what will get your license in trouble. A marketing agent for an agent or a small team, plus the guide that teaches you to run it. Eleven workflows with the prompts, and the six lines you do not cross, starting with the fair housing language an AI assistant writes without being asked because it read fifty years of real estate copy that nobody was checking. $47 [ Buy the kit ](https://winstondigital.lemonsqueezy.com/checkout/buy/3d5c29c2-402d-494a-9d4d-3721701b4590) [Or read the free guide first ](/playbooks/real-estate-agent-seo/) Instant download after checkout. Fourteen day refund, no questions, including that you read it and decided it was not for you. General information, not legal advice, and not fair housing compliance advice. Real estate advertising is regulated. Federal fair housing law applies everywhere, your state very likely protects classes the federal law does not, your state real estate commission has its own advertising rules, and your brokerage and MLS add more on top. Confirm anything here with your broker, your state real estate commission, and your own counsel before you act on it. ## The honest version, so you can decide in thirty seconds. The most useful thing in this kit is the part that tells the AI what it is not allowed to write. That sounds like a strange thing to pay for, so here is the reasoning. Ask any AI assistant for a listing description and it gives you something warm. Warm real estate copy has a vocabulary, and a good share of that vocabulary describes the buyer rather than the building. Great family neighborhood. Perfect for young professionals. Safe, quiet street. Walking distance to churches. Every one of those reads as completely ordinary, because it has been ordinary in this trade for fifty years, and every one of them describes people instead of property. The assistant is not being careless. It is reproducing what it read. And the license attached when that publishes is yours, not the software's. That is the argument for a written process instead of a chat window. A saved instruction file refuses the same things every single time, including on the Friday you are closing two deals and skimming. A fresh conversation refuses whatever occurs to it that day. If what you want is a tool that writes listing copy fast with no guardrails, this is the wrong purchase and there are cheaper ones. ## Where it actually helps, in the order worth doing them. - **The blank page.** The neighborhood page you have meant to write for a year takes ten minutes to draft. Fixing a draft is a completely different task from starting one, and it is the reason most of this work never gets done. - **The work you repeat in a fixed shape.** Review replies, Google Business Profile posts, the monthly market update where only the numbers change. Same job every time, done the same way every time. - **Turning one thing into several.** A long buyer guide becomes a GBP post, a short bio section, and five questions and answers. This is reformatting, which is where it is strongest and least likely to invent anything. - **Consistency across pages you wrote months apart.** Eleven neighborhood pages that read like one agent wrote them, because the profile file did not change in between. - **Auditing your own old copy.** Point it at listings you published years ago and ask which adjectives describe a person rather than a property. This takes ten minutes and it is the most uncomfortable and most valuable thing in the kit. ## Where it does not help, whatever anyone selling it says. - **Anything with a market number in it.** Median price, days on market, inventory, appreciation. It does not know these and it will produce something plausible and wrong. Every figure comes out of your MLS and you type it in. - **Listing descriptions, mostly.** The workflow exists and it is tightly constrained. If listing copy is the only reason you are buying, you will be annoyed by how much it refuses to say. That refusal is the product. - **Anything resembling a price opinion.** What it is worth, what to offer, whether the list price is right. Your professional judgment, and in many places a licensed activity. - **Your referral book.** Which is most of your business. It is people who like you, and nothing here touches that. - **Outranking the portals.** You are not taking "homes for sale in [town]" and aiming at it is how agents waste a year. ## The one that catches careful people. Schools and safety. They are the two things buyers ask about most, and answering them is the most common way an otherwise careful agent ends up steering, because school quality and neighborhood safety are well established proxies for protected characteristics. The kit's position is to point at the source and get out of the way. Name the district factually, link the state's own data, and say plainly on your site that you do not rate schools or characterize neighborhood safety and that you are glad to show people where that information lives. Written well, that is the most trustworthy page on an agent's site, because you are the only one in your market who explained the rule instead of quietly ignoring it. There is a workflow that drafts it. ## What is inside. // 00 ### What a marketing agent is Plain language on a thing most agents have not heard of, and why a saved process beats a chat window when the refusals are the point. // 01 ### Where AI helps, and where it does not Grounded in how the business actually works: a long cycle, a referral book, and a search landscape where the portals already won the listing queries. // 02 ### The eleven workflows Neighborhood pages, the schools and safety answer page, GBP posts, review requests and replies, buyer and seller guides, market updates, listing remarks, your bio, schema, and the AI visibility check. Prompts included, ready to paste. // 03 ### What to never let it touch Six lines, each with the rule, why it exists, and what to do instead. Fair housing language first, with the specific phrases listed. This is the section that earns the price. // 04 ### The advertising constraint layer No rules quoted, because they differ by state and brokerage and they change. Instead: who has a say over your marketing, the line that decides most hard calls, ten questions for your broker, seven for your state commission, and a checklist per surface. // 05 ### The thirty day rollout Four weeks. The slow questions go out on day one. Week four ends with a written assessment of what is actually worth keeping, which is usually two workflows, not eleven. // agent ### The agent itself SKILL.md, the instruction file with the prohibitions written in as hard overrides, plus the profile blank you fill with your market, your brokerage, and your voice. Install notes for Claude, ChatGPT, and anything else. // script ### The fair housing checker A script that scans your copy for all 68 flagged phrases and tells you what to write instead. Runs on a file, a folder, or a CSV export of your MLS remarks. Python 3, no dependencies, no network, nothing leaves your machine. Point it at everything you have ever published, in one command. // data ### The phrase list, as a file you can edit Every flagged phrase with why it is a problem and what to write instead, split into "do not publish" and "look at this." Add your brokerage's own prohibited terms and the checker picks them up. // tools ### What to connect and what to pay for Two free connectors that change what the assistant can do more than anything else. Google's official read-only Analytics server. The fact that no official Search Console server exists, whatever the blog posts say. And honest pricing on the paid tools, including which ones a solo agent should not buy. // setup ### Setup, and the three tests Install for Claude, ChatGPT and the rest, plus the three tests that prove it actually loaded. A skill that did not load looks identical to one that did, right up until it writes the thing it was supposed to refuse. ## It is not just prompts. A folder of prompts is worth about what people charge for a folder of prompts. Three things in here are not that. **A script that actually runs.** Export every listing description you have published, point the checker at the CSV, and get back every flagged phrase with a line number and a replacement. It is Python 3 with no dependencies and no network calls, so nothing leaves your machine. Most agents who run it across their back catalogue find things, not because they were careless but because the vocabulary was normal when they learned it. **The rules as data, not prose.** The phrase list is a file. The script reads it, the assistant reads it, and you can edit it. When your brokerage hands you a prohibited terms list, you paste it in and both start enforcing it. **A straight answer on tooling.** Which connectors to set up, in what order, and what each one lets the assistant do. Where the official servers are and where there is no official server at all. What the paid tools cost and, more usefully, when you should not buy them. We use the expensive ones because we run a lot of sites. That is our reason and it is probably not yours. ## What it is not. It is not software, it is not a course, and it is not a list of real estate AI tools. It is a folder of markdown files you read and then hand to an AI assistant you already pay for. Roughly ten thousand words. It does not publish anything, touch your MLS or your CRM, or know anything about your clients, and the kit is explicit that it must never be told about them. It drafts. You read, you fix, you publish. Every workflow ends with you. If that is less than you hoped, better to know now than after paying. What it removes is the blank page and the tenth version of the same neighborhood page. What it does not remove is the judgment. ## Who it is for. - Agents doing their own marketing, with no team and no budget for it - Small teams where one person handles marketing on top of selling - Agents who inherited a website and a Google listing and have not touched either - New agents who want a process before they pick up bad habits One caveat for all of you: your brokerage sets the rules on advertising, on tools, and on what carries your name versus theirs. Those come first, ahead of anything in this kit, and the first thing the rollout tells you to do is ask them. ## Refunds. Fourteen days, no questions, for any reason including that you read it and decided it was not worth it. Email john@winstondigitalmarketing.com. ## Frequently asked questions. ### Can AI write real estate listing descriptions? It can, and this is the part to be careful about. Warm real estate copy has spent fifty years describing the buyer rather than the building, so an assistant trained on it produces fair housing problems without being asked: great family neighborhood, safe quiet street, perfect for young professionals. Every one of those reads as completely ordinary and every one describes people instead of property. A saved instruction file that refuses them every time is the difference between a useful tool and a liability. ### What words should real estate agents avoid in listings? Anything describing who a property is for rather than what it is. Family friendly, great for kids, young professionals, empty nesters, bachelor pad. Anything characterizing an area or its residents: safe, low crime, quiet neighborhood, exclusive, prestigious, up and coming, changing. Anything naming a place of worship as an amenity. And school quality or safety claims, which are the most requested and the most common way a careful agent ends up steering. This kit ships all 68 as an editable file plus a script that scans your copy for them. ### Is it safe to use ChatGPT for real estate marketing? It depends entirely on what you have told it not to do. Out of the box it will write fair housing problems, invent market numbers, and answer "is this neighborhood safe" as though that were a normal question to answer. With a written instruction file holding the prohibitions, it refuses those consistently. One thing to know about Custom GPTs specifically: they only apply when you are inside them, so if you forget which window you are in, none of the guardrails exist. ### How should agents answer questions about schools and safety? By pointing at the source and getting out of the way. Name the district factually, link the state's own school data, and say plainly on your site that you do not rate schools or characterize neighborhood safety, and that you are glad to show people where that information lives. School quality and neighborhood safety are well established proxies for protected characteristics, which is why answering them directly is how steering usually happens. Written well, that page reads as the most trustworthy one on an agent's site. ### Will this help me rank against Zillow? No, and nothing will. The portals have spent two decades and enormous sums on listing search queries, and aiming at them is how agents waste a year. What is winnable is the layer they are structurally bad at: what a specific neighborhood is actually like, what the process looks like in your market, what a local buyer should expect. They have listings. They do not have someone who has sold forty houses in that zip code. ### What do I need to run this? An AI assistant you already pay for, or a free tier. The kit is plain markdown and works with Claude, ChatGPT, Gemini or Copilot. The included checker script needs Python 3, which is already on every Mac and most Linux machines. ## Related reading, free. This kit is built on guides already published here, which cost nothing. Read those first if you would rather not pay for anything. - [SEO for real estate agents](/playbooks/real-estate-agent-seo/) - [local SEO services](/local-seo-services/) - [AI for Contractors](/products/ai-for-contractors/) - [the rest of the products](/products/) ## AI for Real Estate Agents The marketing agent, the eleven workflows, and the six lines you do not cross. $47. [ Buy the kit ](https://winstondigital.lemonsqueezy.com/checkout/buy/3d5c29c2-402d-494a-9d4d-3721701b4590) [Read the free guide first ](/playbooks/real-estate-agent-seo/) Instant download after checkout. Fourteen day refund, no questions, including that you read it and decided it was not for you.