GEO and Structured Data: Helping AI Read Your Site
When a customer asks ChatGPT or Google AI Overviews for a well-reviewed Chinese-speaking dentist in Sydney, something has to tell the machine what your website means. A large part of that is structured data — a set of labels written for machines, marking which line is your address, which number is a price and which is a rating. Here is what local businesses should mark up in the GEO era, and how to get it live.
Why schema is the groundwork for GEO
A normal web page is built for people. To a machine it is a block of text with no labels on anything. Is that string the opening hours or the phone number? Is 4.8 a price or a rating? Structured data settles it, using the shared Schema.org vocabulary that Google and the major AI systems all read.
Getting quoted by an AI starts with being understood accurately by one. Schema cuts the room for misreading and improves your odds of appearing in AI answers and in richer Google results. For a local business it is the cheapest groundwork on the list: set it up once, and it keeps working while you do something else.
The five types worth marking up
No need to go broad. Get the ones tied to local trust right first:
| Schema type | What it does | Key fields |
|---|---|---|
| LocalBusiness | States who you are and how to reach you | name, address, telephone, openingHours, geo |
| AggregateRating | States your overall score and review count | ratingValue, reviewCount |
| Review | Labels an individual customer review | author, reviewRating, reviewBody |
| FAQPage | Makes questions and answers quotable | question, acceptedAnswer |
| Service / Product | Describes what you actually sell | name, description, areaServed |
LocalBusiness, AggregateRating and FAQPage together cover identity, reputation and answerable content, which is the combination that matters most for a local business. One caveat worth stating plainly: since September 2019 Google has not shown star ratings for review markup about your own business on your own site. Mark it up so machines read your reputation correctly, not because you expect stars in the search result.
Four steps to get it on your site
- Pick the precise type. Dentist, Restaurant or LegalService says more than a generic LocalBusiness, and specificity is the entire point of the exercise.
- Use JSON-LD. Google’s recommended format: one script block in the head, no effect on how the page looks, simple to maintain.
- Keep the details true and identical everywhere. Name, address and phone in your markup must match your Google Business Profile and your site footer exactly. Conflicting details cost you trust rather than earning it.
- Validate before publishing. Rich Results Test and the Schema Markup Validator. A stray comma can void the whole block, and the page will look completely normal while it does.
On WordPress, Rank Math and Yoast will configure most of this without you writing any code. Review markup is the exception worth doing properly — it only helps while the data behind it is real and current, which is an argument for connecting it to a review management system rather than typing numbers in by hand.
Frequently asked questions
Does structured data improve Google rankings directly?
No. Schema is not a ranking factor. What it does is remove ambiguity, so Google and AI systems read your hours, location, services and ratings correctly instead of inferring them. That accuracy is what earns richer results and more reliable citation, which is where the benefit shows up.
Can I do this without a developer?
The basics, yes. LocalBusiness and FAQPage take minutes through Rank Math or Yoast on WordPress. What tends to need help is live review data, multi-location structures, and the validation and upkeep once things start changing.
Will marking up reviews put star ratings in my search result?
Not for reviews of your own business collected on your own site. Google stopped showing rich result stars for that kind of self-serving markup on 16 September 2019. The markup still has value in stating plainly what your ratings are, which matters to AI systems reading the page, but do not implement it expecting stars.
Which schema type should a clinic or restaurant use?
The most specific subtype that fits: Dentist, MedicalClinic, Restaurant, LegalService, rather than the generic LocalBusiness. A precise type tells the machine what kind of business it is dealing with, which shapes what it thinks you are a valid answer to.
What is NAP consistency and why does schema depend on it?
Name, address and phone. The values in your markup have to match your Google Business Profile, your website footer and your directory listings exactly. Where they conflict, an AI has no way to tell which is current, and the safe move for it is to trust you less.
How do I check my markup actually works?
Run the page through Google’s Rich Results Test and the Schema Markup Validator before it goes live. A single syntax error can invalidate the whole block silently, and nothing on the page looks any different when that happens.
Where should the JSON-LD go on the page?
In a script block in the head, which is what Google recommends. It stays out of the visible layout, which makes it easy to maintain and easy to move between pages without touching the design.
Is FAQPage markup worth adding if it no longer shows in search results?
Yes, for a different reason than it used to be. Google cut back FAQ rich results for most sites, but the markup still labels the question and its answer unambiguously, and that is precisely the shape an answer engine wants to quote.
Do I need schema on every page?
No. Put LocalBusiness on the homepage and contact page, Service or Product on the pages that sell something, and FAQPage where there are genuine questions and answers. Marking up pages that contain nothing worth marking up adds maintenance and no benefit.
How long before structured data affects anything?
Weeks rather than days, and it depends on recrawling. Schema is a one-off setup that keeps paying, which for a local business makes it among the cheapest things on the list. It is groundwork, not a campaign.
Make your business legible to machines
Structured data and genuine Google reviews are the two engines behind being recommended by AI. AI REVIEW sets up LocalBusiness, review and FAQ markup for Chinese-owned and local businesses across Sydney and Melbourne, and keeps real reviews coming in behind it, so both Google and the AI systems have something accurate to quote. Ready to be read properly? Get in touch.
