AI search terms for hotel marketers: GEO, AEO, AI Overviews, citations and more

GEO (generative engine optimization) is the work of making a hotel's facts easy for AI assistants to fetch, trust and quote; AEO (answer engine optimization) is an older name for much the same goal. SEO still does the base work: crawlable pages, clear facts, structured data. The labels changed; the mechanism did not.

A hotel marketing manager receives a proposal with a new line item called GEO, a slide headed "AI visibility", and no definition of either. The words are new; the mechanism behind them is not. After reading this glossary you will be able to translate every term in that proposal into plain words, tell established practice from a renamed label, and ask the supplier one question per term that separates real work from a new retainer.

How should a hotel read a GEO or AEO pitch?#

Read every term the same way: ask what it means in plain words, whether it describes established practice or a new label, and what the supplier will actually change on your site. That is the whole method, and it fits on one line.

The verdict is not a judgment of quality. A new label can still describe useful work; the problem starts when the label is sold as a channel with its own budget and no defined output. Keep two groups apart: vocabulary about how search works (crawler, index, grounding, citation) and vocabulary about what a supplier sells (GEO package, AI visibility report). The first is technical, the second is commercial.

Ask for the deliverable in nouns you can inspect: a page rewritten, a schema block added, a facts sheet corrected, a monthly log of questions and answers. If a term cannot be explained without another unexplained term, the proposal is not ready to sign.

Search words: SEO, GEO, AEO, AI Overviews, AI Mode, zero-click#

These six terms cover two different things: how a page earns a place in a list of links, and how a page earns a place inside a generated answer. The debate over GEO vs SEO is mostly a debate about the reader, not the text.

SEO (search engine optimization) is the established practice of making a site crawlable, fast, clearly structured and worth linking to. It is the base layer for everything else in this list. GEO (generative engine optimization) is the newer label for making a hotel's facts quotable by an assistant that writes an answer instead of returning ten links: the same content, read by a different consumer. AEO (answer engine optimization) predates the generative wave; it described writing a page so a short answer could be lifted from it, for featured snippets and voice answers. Many agencies now use AEO and GEO interchangeably, which is a sign to ask which one they mean.

An answer engine is any interface that returns a composed answer rather than a list: an AI Overview above results, an AI Mode conversation, an assistant inside a chat app. AI Overviews are the generated summaries Google shows above some search results; AI Mode is a conversational search surface where the traveler asks follow-up questions. Both are Google feature names, not industry standards, and both change without notice. Zero-click search means the traveler gets the answer on the results page and never visits the hotel site; it is a description of a behavior, not a strategy, and it is the reason citations matter more than raw sessions. What this shift means for hotel websites is worth reading on its own: what changes when travelers ask instead of browse.

On 27 August 2026, Google announced on The Keyword blog (opens in a new tab) that hotel booking in AI Mode had started rolling out in the U.S. in English, becoming available over the following weeks with ten named partners. Nothing in that announcement covers Türkiye.

How do AI assistants read the web?#

An assistant fetches pages with a crawler, keeps what it fetched in an index, retrieves passages when a question arrives, and grounds its answer in those passages before showing a citation. Each of those words carries a specific meaning, and each one implies something a hotel can do.

A crawler is a program that requests pages and follows links. If a page is blocked, behind a login, or rendered only by scripts the crawler does not run, it effectively does not exist for this purpose. The index is the stored copy: what the assistant reads is the indexed version, so a fact corrected today may still be quoted from last month's copy. Grounding means the answer is tied to retrieved source text rather than produced from memory alone; grounded answers can still be wrong, but they can be checked against the cited page.

A citation is the link shown next to a generated answer. It signals that the assistant used that page, not that the page ranks first, and it can differ between two travelers asking the same question. Retrieval happens per question, so the passage that gets quoted is the one that answers that question in one or two plain sentences, near the top of a section. The practical consequence: write the fact once, in one place, in a sentence that stands alone, and keep every other page consistent with it, as covered in keeping your hotel's facts consistent across the web.

Files and labels: robots.txt, llms.txt, structured data and sitemaps#

These are the four technical items most often named in a GEO proposal, and only three of them have a settled effect. All four are cheap to check yourself before paying anyone.

robots.txt is a file at the root of the site that tells crawlers which paths they may request. It is a request, not a lock, and a wrong line can hide the whole site. A sitemap lists the pages you want found, with last-modified dates; it helps discovery but does not influence how a passage is quoted. Structured data is a machine-readable block on the page that labels facts, for example that this is a hotel, its address, its star rating and its room types. It reduces ambiguity, which is exactly what an assistant needs before repeating a fact.

llms.txt is a proposed plain-text file that would summarize a site for language models. It is a proposed file with no agreed standard, so treat it as a cheap experiment rather than a fix; the details are in llms.txt for hotel websites: what the file is and what it will not do. Whatever you change here, record it with a date and the page it touched, so a later claim of improvement can be checked against something.

Which agency phrases should a hotel question?#

Question any phrase that promises an outcome inside a system nobody controls, and ask instead for the mechanism, the measurement and the exit. The phrases below fail that test in different ways.

"AI ranking" borrows the language of a ranked list. Generated answers are assembled per question, per user, per day, so there is no single position to hold. "Guaranteed citations" cannot be guaranteed by anyone outside the assistant; what can be promised is work, meaning pages rewritten, facts corrected, structure added. "Share of AI traffic" is usually a number without a stated method: ask which questions were asked, on which date, in which language and country, and who recorded the answers. An "AI visibility score" from a third-party tool measures that tool's sample, not the assistant's behavior; ask to see the raw questions and answers behind the score.

Ask what happens to the fee if nothing changes in six months, and who owns the rewritten copy and the structured data if the contract ends. A supplier who answers these questions plainly is worth more than one with a better slide.

What does a hotel actually control?#

A hotel controls its own pages, its own facts, its own structure and its own consistency; it does not control what an assistant chooses to say. Everything honest in a GEO proposal is a subset of that first list.

Own the facts first: address, room types, facilities, policies, cancellation terms and accessibility, written once and repeated identically everywhere you publish. Keep the pages a crawler can reach and read without scripts, and put the answer to the obvious question in the first two sentences of the section. Add structured data that matches the visible page, and correct it when the page changes.

Watch the questions travelers actually ask at the desk and in messages, and make sure each has a plain answer somewhere public. Check periodically by asking an assistant a fixed list of questions about your hotel, and log the date, the wording and the answer; that log is the only honest baseline you will have. Booking inside an assistant is a separate question from being described correctly, and it is still early: whether AI assistants can book hotels yet has a short, factual answer, and Google's AI Mode booking is rolling out in the U.S. in English (Google, The Keyword blog, 27 August 2026). For a fuller picture, see whether AI assistants can book hotels yet.

What to do next#

Take the proposal you were sent and rewrite its vocabulary into three columns: what each term means, whether it is old work renamed, and what will change on your site. Then start with the cheapest item on the list, which is almost always making your own facts consistent and quotable, and keep a dated log of the questions you ask and the answers you get.