How to use AI in real estate without practicing law by accident

Real estate is a licensed trade. A model can write faster than you. It cannot take your place on the contract. Use it as a copy intern. You remain the agent. If a sentence could be read as advice, a guarantee, or a fact not in the listing packet, it does not go out.

Listings from the packet, never from the vibe

Beds, baths, square footage as recorded, taxes, HOA, roof age if you have it. Generate three tones. You pick. You add what a model cannot know: the light in the kitchen at 4 p.m., why this cul-de-sac, the neighbor who plows. That is why anyone hires you.

• Do not let it invent school ratings, flood history, or “new roof” without a document.
• Do not let it compare to comps you have not pulled.
• Fair housing: ban language the model likes (“perfect for families,” “walking distance to church”) unless your counsel has a list. When in doubt, stick to property facts.

Lead FAQs on the site

If the answer is not in the listing or your published process (“how to book a showing”), the assistant says so and offers your calendar. A bot that guesses about the foundation is a lawsuit with a chat log.

New Mexico practice

Same rules as any US state, plus your local association’s advertising rules. We will build a fast site and a listing workflow. We will not build a bot that negotiates. Bring counsel if you want anything that touches the contract.

How I judge whether the idea is real

I ask three questions on the first call. What job did a person do last week that you want a machine to draft? Who checks the output before a customer sees it? What happens on Friday if we turn the feature off? If you cannot answer those, we are not ready to write a statement of work. We are ready to write the FAQ or the SOP first — and that is often the actual project.

I would rather decline a fashionable chatbot than ship something that lies about hours, stock, refunds or a diagnosis. The invoice has my company’s name on it. That is why the no’s are part of the work.

What you should have in writing before you pay anyone

The job in one sentence. The data the model may see. The human who confirms. The metric you will look at in 30 days. The kill switch. The legal name of the vendor. USD price and when the card is charged. Who owns the repo. If a vendor cannot put those on one page, you are buying a demo.

• Nothing is billed by us before you approve a written scope.
• Typical project billing is 50% to start and 50% on delivery, through Stripe.
• Code, design and prompts we write for you transfer on final payment.

The steps — do these in order

1. 01

   Build the listing packet first

   Facts you can document. No packet, no copy.

2. 02

   Generate three tones from those facts only

   You pick. You add the thing a model cannot know about the house.

3. 03

   Run a fair-housing pass

   Ban family/church/walkable tropes unless counsel blessed a list. Stick to property facts.

4. 04

   Publish showing rules on the site

   The assistant may only answer from the packet and those rules.

5. 05

   Never let a bot discuss the contract

   License stays with you. Software stays with copy and scheduling.

6. 06

   Log every generated sentence that went public

   If a claim is challenged, you need the source field.

7. 07

   Do not invent comps, flood, roof, or schools

   If it is not in the packet, it is not in the listing.

8. 08

   Have counsel glance at your template twice a year

   Cheap compared to one advertising complaint.

Keep reading

• Think. Build. Ship.

  Think. Build. Ship. — the only order that produces a product

  Think is understand the problem. Build is engineer the solution. Ship is put it into the real world. Skip one and you have a tutorial, a file, or a pitch — not a product.

• Tutorials

  Tutorials are not a product. A link is.

  You can finish a hundred tutorials and still have nothing to send. Shipping is a link that does a job — that is what SINLE Academy is for.

• Bootcamp

  SINLE Academy is not a coding bootcamp

  No job promise. No certificate as the product. Eight people, six weeks, $400 — you leave with work someone can use, not a placement story.