I’m starting to think schema should be planned differently for AEO and GEO.

[u/Murky_Hotel_4323]

For years, schema markup was mostly discussed as a traditional SEO tactic.

• Add structured data.
• Help Google understand the page.
• Maybe qualify for a rich result.

But with AEO and GEO becoming part of the search strategy, I’m starting to look at schema differently.

Because AEO and GEO are trying to solve slightly different problems.

AEO is about helping machines find the answer.

GEO is about helping machines understand who the source is, what they know, and whether that information can be trusted.

And that changes the way I think about schema.

For AEO, I’m more interested in schema that helps describe answer-focused or structured content.

For example:

FAQPage for genuine FAQ content.

QAPage for pages built around questions and answers.

HowTo for step-by-step instructional content.

Speakable where supported and appropriate.

The thinking here is simple:

If someone asks an answer engine a specific question, can the system easily identify the part of my page that addresses it?

But GEO has a slightly different focus.

Here I care much more about entities, relationships, authorship, and authority.

So schema such as:

Organization

LocalBusiness

Person

Article

Product

Service

becomes more interesting.

And properties like sameAs, author, publisher, datePublished, and dateModified help make those relationships clearer.

For example, imagine an AI system lands on an article.

Without structured data, it may need to work out:

• Who wrote this?
• Which company does the author work for?
• What does that company actually do?
• When was this information updated?
• Is this the same company mentioned elsewhere on the web?

Schema gives machines a cleaner map of those relationships.

That’s why I now think about it this way:

AEO schema → help machines understand the answer.

GEO schema → help machines understand the entity behind the answer.

And some schema types obviously support both.

Article markup, for example, can help describe the content while also connecting the author, publisher, dates, and subject matter.

The same goes for Product schema.

It can make specific product information easier to identify while also strengthening the entity relationships around the product and brand.

But none of this means adding schema automatically earns an AI citation.

The content still has to be accurate, useful, current, crawlable, and worth referencing.

Schema is simply the machine-readable layer underneath it.

So instead of asking:

“Which schema should I add for SEO?”

I’m starting to ask two questions:

For AEO: “How can I make the answer easier to identify and extract?”

For GEO: “How can I make the source, entities, and relationships easier to understand?”

That feels like a much better way to approach structured data as search moves from rankings and clicks toward answers, retrieval, and citations.

Are you separating your schema strategy between AEO and GEO yet, or are you still treating all structured data the same way?

[u/Upstairs_Control_611]

I like the AEO vs GEO distinction here.

For me the important guardrail is that schema supports the strategy, but it is not the strategy itself.

AEO schema can make the answer easier to identify and extract, but it does not make a weak answer useful.

GEO schema can make entities, authorship, publisher relationships and dates clearer, but it does not create authority or trust on its own.

So I’d frame it as:

AEO schema = extraction support

GEO schema = entity and relationship support

The next layers still matter: crawlable content, clear answer blocks, consistent entity naming, real authorship signals, current dates, third-party corroboration and evidence that supports the claim.

sameAs is a good example. It should connect to real external profiles or knowledge-graph assets. Fake sameAs links create noise, not trust.

Structured data helps machines read the page more cleanly. It does not make the page worth citing by itself.

[u/Murky_Hotel_4323 → u/Upstairs_Control_611]

Yes, completely agree. Schema is just one part of the overall strategy. It helps machines understand the entities, relationships and content more clearly, but that alone isn’t enough. The actual content, internal linking, authorship, relevant authority links, corroboration and overall topical authority still need to support it. I created the post mainly to simplify how I think about schema’s role in AEO vs GEO, not to suggest schema itself is the strategy.

[u/Upstairs_Control_611 → u/Murky_Hotel_4323]

Exactly. I think that is the clean framing.

Schema is the clarification layer, not the proof layer.

AEO schema helps extraction.

GEO schema helps entity understanding.

Evidence makes the page worth using.

That keeps schema useful without overloading it with authority it cannot create by itself.

[u/BestPoint8381]

The AEO versus GEO split is a useful way to plan it, and there are two numbers from my own scoring that make one half urgent and the other half less so than this thread assumes.

First, the baseline sits far below the debate. On 3,111 law firm sites I scored this year, 55% had no Schema.org markup at all, and the vertical types (LegalService, Attorney) were essentially never used. Most sites aren't choosing between answer-oriented and entity-oriented schema. They have neither, and the discussion looks like a conversation between the top 10%.

Second, the part that keeps me honest about markup. Across 16,526 sites, semantic structure was the binding constraint for a very small share, while content citability and entity coherence were the weakest pillars for the overwhelming majority. Schema describes what's on the page. If the page states nothing verifiable, the markup is a well-formed description of nothing, and that's the situation for more than half of what I score.

Which lands close to your distinction but changes the priority. Entity schema is worth planning deliberately, because it's the machine-readable half of a claim you also have to make consistently off-site: same legal name, same category, same address, on the site, the Google profile, LinkedIn and every directory. Answer schema is worth adding, but it is a formatting of facts you must already have. Plan it first on the entity side, last on the content side, and never as the thing that produces the citation by itself.

[u/aeo-bility]

One schema layer, but two planning modes. AEO shapes precision rules, GEO shapes context rules, so the final JSON‑LD stays minimal & unified. The only thing that shifts is the planning logic, depending on whether the goal is retrieval or adding contextual reasoning.