No major search engine requires it and Google has called it unnecessary. It also costs almost nothing to generate and some agent frameworks read it, so publishing it is fine — just do not build a strategy on it.

Is structured data enough to appear in AI answers?

No. Structured data belongs to basic hygiene and helps classic rich results, but Google has explicitly said it carries no weight for AI Overviews. The content and the technical readability are what decide.

How do I tell whether my page reads without JavaScript?

Switch JavaScript off in the browser and reload. If the body text is still there, the content exists in the first response. If the page goes blank, that is the most important thing to fix before anything else.

How far up the page does the answer have to sit?

Within the first hundred words, and it has to lift out as a self-contained paragraph. An answer that depends on the heading and the paragraph above it rarely survives being quoted.

Does the named author matter?

Yes. Named expertise with checkable credentials is among the attributes that recur across sources that get surfaced. A piece with no stated author has a harder time carrying a claim.

Can I block AI crawlers if I want to?

Yes, through robots.txt per bot name. Weigh it against the fact that blocking also removes any chance of being cited. Most companies gain more from appearing in the answers than from staying out of them.

How to appear in AI-generated answers in 2026

Torn StudioPublished 2026-08-263 min read

Torn Studio is an AI agency that builds websites, digital products and content. Unconventional.

Short answer

Content gets cited in AI-generated answers when it is technically easy to read, answers the question directly within the first hundred words, contains specific numbers with a source, and is mentioned on other credible sites. Neither llms.txt nor extra schema markup is required — Google has said so explicitly.

There is a lot of vendor-driven noise around GEO right now. This article separates what has support in published data from what is wishful thinking sold as method.

What it takes to get cited

Four attributes recur among the sources generative systems actually surface: the page can be read without JavaScript, the answer appears early and self-contained, the text contains specific numbers with a stated source, and the site is mentioned in places the system already trusts.

What you can ignore

Google published its first dedicated AI search guidance in May 2026 and called both llms.txt and special schema markup unnecessary for AI Overviews. That is the clearest statement any of the major players has made on the question.

Structured data is still worth shipping: it drives classic rich results and helps entity resolution. The conclusion is that it belongs to basic hygiene, and that a GEO strategy has to stand on something else.

What to do instead

Render statically so the content exists in the first response
Write a self-contained 40–60 word direct answer at the top
Show named expertise with real credentials
Use specific numbers and link the source
Keep content current and show the date

Evidence

What this article rests on — a measurement we took, a dated source, or a decision we made and what it cost.

Decision2026-08-26
The site publishes both llms.txt and full schema markup even though Google states that neither is required for AI Overviews, on the grounds that both are cheap to build and are read by other engines.
What it cost: Build time and ongoing maintenance go to two surfaces with zero measured citation effect, and both have to be kept correct at every content change.

Common questions

Do I need llms.txt?: No major search engine requires it and Google has called it unnecessary. It also costs almost nothing to generate and some agent frameworks read it, so publishing it is fine — just do not build a strategy on it.
Is structured data enough to appear in AI answers?: No. Structured data belongs to basic hygiene and helps classic rich results, but Google has explicitly said it carries no weight for AI Overviews. The content and the technical readability are what decide.
How do I tell whether my page reads without JavaScript?: Switch JavaScript off in the browser and reload. If the body text is still there, the content exists in the first response. If the page goes blank, that is the most important thing to fix before anything else.
How far up the page does the answer have to sit?: Within the first hundred words, and it has to lift out as a self-contained paragraph. An answer that depends on the heading and the paragraph above it rarely survives being quoted.
Does the named author matter?: Yes. Named expertise with checkable credentials is among the attributes that recur across sources that get surfaced. A piece with no stated author has a harder time carrying a claim.
Can I block AI crawlers if I want to?: Yes, through robots.txt per bot name. Weigh it against the fact that blocking also removes any chance of being cited. Most companies gain more from appearing in the answers than from staying out of them.

Sources

Google’s new AI search guide calls AEO and GEO ‘still SEO’ — Search Engine Journal
Backs the May 2026 statement that llms.txt and special schema markup are unnecessary for AI Overviews.