Skip to content
SEO and GEO research

GEO: visibility inside AI answers

What GEO is, how it differs from SEO, what gets cited, and what to do about it in practice.

Updated: 16 October 20263 min read

Short answer

GEO (Generative Engine Optimization) means optimising not only for classic search results but for appearing inside the answers AI assistants give. The reason is simple: if someone asks an AI and you are not in the answer, they never click through to you — they never reach the results list at all. Some of GEO's tools are the same as SEO's (clear, factual, well-structured content), and some are new: direct answers, machine-readable structure, and content that AI crawlers can actually reach.

GEO (Generative Engine Optimization)
The work whose goal is for a generative AI system's answer to include your brand, your content or your website — quoted, linked or named as a source.
SEO (Search Engine Optimization)
Search optimisation: the work whose goal is for your website to appear higher among search results.
AI probe
Asking an AI system a specific question in order to check whether the company or website under examination appears in the answer.
llms.txt
A text file placed at a website's root that briefly summarises what the site offers, with the aim of letting AI systems read and interpret it more accurately.

How does it differ from SEO?

SEOGEO
What is the goal?Appearing in a good place in the results list.Appearing inside the answer itself.
What does the user get?A link to click.An answer — with no click.
What do you optimise for?Keywords, links, technical state.Factuality, quotability, machine readability.
MeasurabilityPosition, traffic, click-through rate.Whether the brand appears in the answer, and in what context.

What gets cited?

There is no guaranteed recipe, and anyone promising a guarantee is worth listening to sceptically. What practice shows so far is coherent and not surprising:

  1. A direct answer to the question — if the first paragraph answers the question in the title, that paragraph is quotable. If the point comes after three paragraphs of preamble, it is not.
  2. Factuality and specifics — a number, a process, a condition, an exception. Generality cannot be quoted, because it says nothing.
  3. Clear structure — question-shaped subheadings, short paragraphs, tables, lists. The structure is information too.
  4. Reachability — if your website blocks AI crawlers, there is nothing to cite. That is a technical setting.
  5. Machine-readable extras — structured data (schema.org) and llms.txt, where they make sense.
  6. Freshness — dated, recently reviewed content is a more credible candidate.

What does Pagioo do about it?

  • Generated articles are structured, with question-shaped subheadings and a concrete close — so the structure is GEO-friendly by default.
  • The SEO feedback flags missing metadata, alt text and structural problems.
  • SEO/GEO research shows where you stand now, with a live AI probe.
  • What remains yours: fact-checking, your own specifics, and your website's technical settings.

Do I need an llms.txt file on my website?

It is not required and by itself brings no visibility. A well-written llms.txt does help summarise accurately what you offer — low effort, small but positive effect.

How do I know whether I appear in AI answers?

There is no precise, continuous measurement: the answers change. An AI probe is a snapshot, but repeated over time it gives a trend.

Do SEO and GEO contradict each other?

No. Both largely want the same thing: useful, factual, well-structured content. GEO adds that the answer should be directly extractable.

Looking for something else?

Search the whole knowledge base, or look at the other articles in SEO and GEO research.

Reading is good, trying it is better.

The Free plan starts with no card. Set up your brand and see it on your own topics.

Start freeBook a demo