AI search

Structured data hands machines your facts. Require it, and keep it true

Structured data is a layer of labels in your website's code that tells search engines and AI assistants, in a standard format, who you are, where your communities are and what you sell. You will never see it on the page, and you don't need to know how to write it. You do need to know whether your site has it, whether it matches what buyers see, and who keeps it current.

What structured data is, in one paragraph

Every page on your site is written for people. Structured data is a second, hidden layer written for machines. It labels the facts on the page in a standard vocabulary: this is a home builder, this is a community at this location, this is a floor plan with four bedrooms, this sales office is open these hours. Search engines and AI assistants can still read the page without it, but with it they don’t have to guess. Cristobal Varela’s book calls it a translator, and in his On-Page Quality Model it is one of the most heavily weighted elements of a page.

What it describes for a builder

For a home builder, structured data should describe the same things buyers care about, in the same relationships.

  • The company: its name, logo, markets and the profiles that confirm it is the same business everywhere.
  • Communities: where each one is and which homes it offers, matching what the community page shows.
  • Floor plans and available homes: size, bedrooms, bathrooms and, where you publish it, price.
  • Sales offices: address, hours and phone, matching your Google profile and your local SEO listings.
  • Questions and articles: the FAQs and guides on the page, so their answers can be found directly.

Inside a national builder, this kind of work, combined with clear page purposes, was part of the foundation behind a 3,989% increase in AI brand mentions in 10 months.

Diagram of what structured data should describe for a home builder: the company, its communities and their locations, floor plans and available homes, sales offices with hours and contact details, and questions answered on the page
What structured data should describe for a home builder, from the company down to each home.

The rule that matters most: it must match the page

Structured data is only valuable if it is true. A home marked as available after it sold, a price that wasn’t updated, or sales office hours that changed last season send the wrong facts to every system that reads them, including the AI assistants your buyers ask. Google’s guidance on its AI features is plain: no special structured data is needed to appear in them, and the structured data you do have should match the visible text on the page.

That is why structured data shouldn’t be typed by hand page by page. It should be produced by the website from the same data that fills the page, so when sales updates a price or a status, the page and its labels change together.

How to find out what you have today

You don’t need to read code to see where you stand. Ask your web team or agency for a one-page summary that answers three questions: which kinds of pages carry structured data today, such as the homepage, community pages, plan pages and available homes; whether Google’s own reports show errors in it; and when it was last checked.

Most builders find gaps the first time they ask. Structured data is often added once, at launch, and then quietly falls out of date as templates change, or covers the homepage but not the community and home pages that buyers actually search for.

What to require from your web team or vendor

You don’t need to review the code. You need these commitments, ideally written into the website contract or brief:

  1. Coverage: the company, every community, plan and available home, and every sales office.
  2. Same source as the page: generated from the data that fills the page, never typed separately.
  3. Updates with the business: when prices, status or hours change, the structured data changes too.
  4. Checked after every release, so a redesign or update doesn’t quietly remove it.
  5. One named owner who answers for it.
Checklist diagram of five structured data requirements a home builder should set for its web team or vendor: full coverage, generated from the same data as the page, updates with prices and status, checked after every release and one named owner
Five commitments to ask your web team or vendor for.

Questions to ask your team

  1. Does our site have structured data for the company, communities, plans, available homes and sales offices?
  2. Is it generated from the same data as the page, or maintained separately?
  3. When a home sells, how long until the structured data says so?
  4. Who checks it after each website release?

Who owns it

  • The web team or vendor builds it into templates and keeps it working.
  • The SEO lead or agency defines what it should describe and checks it regularly.
  • Division sales keep the underlying facts current, as they already should for the page.
  • Leadership requires it in contracts and makes sure someone owns it.

Structured data is one part of the AI search optimization framework. When it is missing or wrong, it is often the reason AI assistants get your builder wrong.

Questions builder leaders ask about structured data

Does structured data improve search rankings?

It is not a shortcut to higher rankings. It helps search engines and AI systems understand your pages accurately, and it can make pages eligible for richer search results. Its value for a builder is accuracy at scale, across every community, plan and home.

Do we need special structured data to appear in AI answers?

Google says no special structured data is needed to appear in its AI features, and that the usual SEO best practices apply. It also recommends making sure structured data matches the visible text on the page. Good structured data is part of a sound site, not a separate AI project.

Who should own structured data at a home builder?

The web team or vendor builds it into templates so it is created from the same data as the page. The SEO lead or agency defines what it should describe and checks it after every release. Leadership's role is to require it in website contracts and make sure someone owns it.

Cristobal Varela, founder of Link Socially, in a white blazer and blue shirt

The structured data work behind AI brand mentions

Cristobal Varela is the founder of Link Socially. Inside a national home builder, he led the page-intent and structured data work behind a 3,989% increase in AI brand mentions in 10 months, from 476 to 19,464.

He has more than 20 years of SEO experience. His book, What Executives Get Wrong About SEO, calls structured data a translator: a machine-readable summary of what each page is about.

Related: What generative engine optimization means for a builder

Let's Talk

Find out what your structured data says about you

In a 30-minute call we'll check what your site tells search engines and AI about your company, communities and homes, and whether it matches what buyers see.

You talk with Cristobal Varela directly. Based in Phoenix, Arizona, working with home builders nationwide.

It's about building systems that adapt as search, and decision-making, continue to evolve.