Getting found when buyers ask an AI instead of Google.

01What is genuinely different

• The answer replaces the list. A search engine hands you ten links and lets you choose. An assistant reads the sources and gives one answer. Being the source it read matters more than being tenth on a page.
• Machines need the facts stated, not implied. A human sees "$549,900" beside three bedrooms and understands a listing. A machine needs the page to say, in a format built for the purpose, that this is a property, this is the price, this is where it is.
• Being a recognisable entity matters. Systems try to work out that the Rachel McQueen on this website is the same person as that profile, that review page, that brokerage listing. The clearer that connection, the more confidently anything can talk about you.

None of this is a new discipline. It is the same structured-data work that has earned rich results in Google for years, now paying off twice.

02What structured data actually is

• It is a block of machine-readable facts in the page — invisible to visitors, formatted the way search engines and AI tools expect. Nothing more mysterious than that.
• On a listing page it states the price, the beds, the baths, the address and the status. On an agent page it states who you are, how to reach you and which brokerage you work for. On a question-and-answer page it marks each question and its answer.
• It is not a ranking trick. It does not make a page better, and it will not rescue a page nobody wants. What it does is remove the guesswork, and a machine that does not have to guess is far more likely to use you.

03What a PropertyConnector site already emits

• Listings as RealEstateListing, with price, beds, baths, location, features and photos.
• Agents as RealEstateAgent, with contact details and brokerage.
• Offices as a combined LocalBusiness and RealEstateAgent.
• City pages with place and location data attached.
• Questions and answers as FAQPage, which is what lets an assistant quote an answer directly.
• Speakable markup, which flags the parts of a page suited to being read aloud.

This ships on and stays current as listings sync. There is nothing to configure.

04What actually helps, beyond the markup

• Write the answers. An assistant can only quote a page that answers the question. A market page that says something specific about your area beats a listings grid that says nothing.
• Be consistent about who you are. Same name, same brokerage, same phone number across your site, your review profiles and your listings. Inconsistency is what makes a machine hedge.
• Keep your profiles current. Third-party platforms are frequently what an assistant reads first about an agent. A stale profile is a stale answer about you.
• Collect reviews properly. They are read as evidence, and they are the part no markup can substitute for.

Notice that three of those four are things you do, not things a platform does. That is the honest shape of this.

05What is being oversold

• Nobody can guarantee an AI mentions you. Anyone selling that is selling certainty they do not have.
• There is no "AI optimisation" separate from doing the basics well. Clear pages, accurate markup, real answers, consistent identity. The label is new; the work is not.
• Paying to be listed somewhere does not make you the answer. It may put you in a directory an assistant reads, which is worth something — but it is a distribution channel, not a shortcut.

If a pitch about AI search does not survive the question "what specifically will you change on my site?", it is a pitch rather than a plan.