AEO vs SEO: answers against ranked links

A results page used to be a list of ten links. It now mixes two kinds of result. A ranked link offers a page and leaves the choice to the searcher. An answer surface shows the answer, taken from a page, and offers the page as the source. Answer engine optimization is the work on the second kind; SEO, in the narrow sense people mean when they compare the two, is the work on the first.

The two are not separate places. Google describes a featured snippet as a result whose usual format is reversed, with the descriptive text shown first, and notes that it can also appear inside the group of related questions known as People Also Ask^[1]. In Search Console, a featured snippet typically occupies position 1, and an AI Overview takes a single position whose links all share it^[2]. So one page can hold a ranked link and be quoted as an answer on the same search, and the report shows them as one row.

The defining difference is the click. A ranked link only pays when it is chosen. An answer can do its job without one: the searcher reads the passage, gets what was needed and may never visit. That is why the two cannot be judged on the same number.

Search Console makes the point in its own rules. Opening a People Also Ask question is not counted as a click, and an impression is counted for the links inside only once the question is opened^[2]. And a follow-up question in AI Mode is counted as a new query^[2].

Two habits follow from those rules:

• Read click-through rate by kind of result, not for the page as a whole. A page that holds a featured snippet can report position 1 and fewer clicks than you would expect from a first link, because the answer has already been read.
• Judge an answer surface by what the passage says about you as well as by visits. A quoted passage that names your product, price or method does work a bare link cannot do.

Every answer surface on Google is drawn from the same index as the ranked links. Google describes AEO and GEO as terms for work aimed at visibility in AI search, and says that, from its perspective, optimizing for generative AI search is optimizing for search, and so still SEO^[3]. A page that is not crawled, indexed and eligible for a snippet earns neither result. For an AI Overview or AI Mode, that eligibility is the whole of the technical requirement^[5].

The shared groundwork, and what GEO adds to it for AI tools that write longer answers, is set out in the practical guide to generative engine optimization. The rest of this page is about what changes when the result you want is the answer and not the link.

SEO is mostly done at the level of the page: one page chosen for one query, its title, its relevance, the links that point to it. AEO is done at the level of the passage: the few sentences under a heading that answer one question. The same page needs both, and each part of it serves one result more than the other.

Google says snippets are created automatically from the page content, chosen to preview the part that best relates to the search, so one page can show different snippets for different searches^[4]. That is the practical case for writing each section as a complete answer to one question: whichever search the page appears for, the passage that matches it can be lifted out whole.

Some passages should not be answers: a price that changes daily, advice that needs its conditions, content you sell. The controls for featured snippets are covered in the guide to answer engine optimization; for AI answers the point to know is that Google’s AI features read the same preview controls as the rest of Search, nosnippet, data-nosnippet, max-snippet and noindex^[5].

So there is no switch that keeps the ranked link and removes only the AI answer: nosnippet on a page also removes the snippet under its link. When only one passage is the problem, mark that passage with data-nosnippet and leave the rest of the page eligible.

Not every query deserves answer work. The useful split follows the search intent behind it and what an answer would do for the business. Google notes that AI Overviews appear only when its systems judge them additive to classic results, and so often do not appear, while AI Mode serves questions that need exploration, reasoning or comparison^[5].

Outside Google the split is similar, but the engine writes the query. ChatGPT search often rewrites a question into one or more targeted searches before it looks^[6], so a page is matched against the searches the assistant runs, not only the words the person typed. A section that answers the obvious next question is useful for more of those searches.

Keep two ledgers for the same pages. For ranked links: position, impressions, clicks and click-through rate by query, from Search Console. For answers: whether the passage shown is yours, what it says, and, for AI answers, whether you are named or cited across a fixed set of questions asked on a schedule. Search Console does not filter featured snippets or People Also Ask as a result type, so check those queries yourself or with a rank tracker that records them.

For AI answers, the prompt set, the engines’ own reports and how to read a change are covered in how to measure GEO results. Two rules from it matter most here: hold the questions fixed, and read every change with its likely cause before you report it.