SEO Schema vs GEO Schema: What's the Difference?

There is no separate "GEO schema." The same schema.org structured data used for SEO is what AI search engines can read. Google says no special schema is needed for AI Overviews or AI Mode, and structured data must match the content visible on the page. Schema helps an assistant understand a page; it does not earn a citation by itself.

Table of Contents

• Is GEO schema different from SEO schema?
• Which schema types help with AI search?
• What are the rules for structured data?
• Does schema get you cited by ChatGPT or Perplexity?

Is GEO schema different from SEO schema?

No. GEO (generative engine optimization) uses the same schema.org vocabulary, written as JSON-LD, that SEO has used for years. No AI company publishes a separate markup standard. Google states that AI features need no extra structured data beyond normal Search eligibility. Anyone selling "GEO schema" is selling ordinary schema with a new label.

What changes with AI search is how much the visible text matters. Assistants read the page itself, so schema works best as a clean summary of facts the page already states.

Sources: Google, AI features and your website, Google structured data guidelines.

Which schema types help with AI search?

Use the types that describe who you are and what the page is: Organization for your company, LocalBusiness for a physical or service-area business, Product or SoftwareApplication for what you sell, Article for posts and guides, and FAQPage for visible question and answer blocks. Pick the type that fits the page; do not stack every type everywhere.

Google limits FAQ rich results in its own search results to a small set of authoritative sites, but the markup is still valid schema.org and describes the page accurately for any crawler that reads it.

What are the rules for structured data?

Structured data must describe content a visitor can see on the same page. Prices, ratings, hours and FAQs in the markup must match the text. Markup for hidden content, or claims not on the page, breaks Google's guidelines and can lose rich result eligibility. Validate with the Rich Results Test before publishing.

• Use JSON-LD in the page HTML.
• Keep one Organization identity across the site, with the same name and URL.
• Update dateModified only when the content changes.
• Remove markup for things you no longer offer.

Does schema get you cited by ChatGPT or Perplexity?

Not on its own. No assistant documents schema as a citation signal. Assistants pick sources by how well the page answers the question and whether the facts can be checked. Schema helps by making your name, prices and locations unambiguous, which reduces wrong facts, but the visible answer on the page does the real work.

The fastest way to see if a change mattered is to ask the same buyer questions before and after and compare which pages get cited. monroya.ai records the cited pages for every answer, so you can see whether your page is used. Run a free check.

FAQ

What is GEO schema?

A marketing label for ordinary schema.org structured data used with AI search in mind. It is not a separate standard. The same JSON-LD that serves SEO is what AI crawlers can read.

Do I need new schema for AI Overviews?

No. Google says AI Overviews and AI Mode need no special structured data. Pages must be indexed and eligible for a Search snippet.

Which schema should a local business add first?

LocalBusiness on each location or service-area page, with address, phone, hours and area served matching the visible page, plus Organization on the home page.

Is FAQPage schema still worth adding?

Yes, when the page shows real questions and answers. It describes the content accurately, even though Google shows FAQ rich results only for some sites.

Can wrong schema cause wrong AI answers?

It can add confusion. If markup says one price and the page says another, crawlers get two answers. Keep markup and visible text identical.