A list of links has ten places on it. A written answer has room for about three names, and no page two to climb back from. Generative engine optimization is the work of being one of the names the machine writes down.
For twenty years the deal was the same: you typed something, you got ten links, and you picked. Being fourth still meant being seen. When a machine answers instead, it does the picking. Two or three businesses get named and the rest of the market is not in the conversation at all, with no impression recorded anywhere you can look. Three overlapping disciplines have grown up around that change, and most of the industry is selling them as three separate products.
These three get used interchangeably, including by people charging for them separately. They are genuinely different slices of one job, and the difference is what the machine is doing at the moment you want to be present.
| The term | What the machine is doing | What you are competing for |
|---|---|---|
| GEO Generative engine optimization |
Blending many sources into new prose about a category, often naming no single source. | The sentence. Being part of what the system believes about your trade in your area. |
| AEO Answer engine optimization |
Answering one specific question and pointing at where the answer came from. | The citation. Being the source it names. The AEO page covers this one. |
| AVO Agentic visibility optimization |
Reasoning across all of it and deciding which business to act on. | The decision. Being chosen. The AVO page covers this one. |
| SEO Search engine optimization |
Ranking pages in a list of links. Still the overwhelming majority of the volume. | The click. Still where almost all the money is. Start here if you are starting. |
We are not going to pretend a new acronym is a new industry. If you are being quoted separately for SEO, then GEO, then AEO, you are paying three times for one discipline. These pages exist because the words get searched and deserve a straight answer, not because they are three invoices. The AI SEO page is the parent of all three, if you would rather start with the overview.
This is the part that makes generative engine optimization different from ranking a page. By the time the answer is being written, the system is not reading your website. It is drawing on what it absorbed and what it can retrieve from sources it already trusts. The work happens well before the question is asked.
One address, one phone number, one set of hours, one list of what you do, identical across your site, your Google profile, every directory and every review platform.
A model resolving conflicting facts about a business tends to do what a cautious person does and reach for the source it trusts more, which is usually not you. Contradiction is the cheapest way to be left out of a sentence.
Generated prose is assembled from clear, self-contained statements. A sentence that needs the paragraph above it to make sense cannot be reused, so it will not be.
In practice: plain answers to real questions, the specific towns named rather than "the greater area", and your difference stated as a fact rather than as a slogan.
Most citations in generated answers point somewhere other than the business's own domain. Review platforms, business listings, forums, local news and third-party mentions carry more weight than your homepage.
Your website is the easiest input to control, and it is where this starts rather than where it ends. Getting your facts into the sources these systems already trust is the half most agencies never touch.
We keep a set of questions your customers would genuinely ask, run them on a schedule across ChatGPT, Google's AI answers and Perplexity, and record whether you were named, what was said, and who was named instead.
Reported as a trend with the variation visible, never as one score. An identical prompt run three times returns the same citations only about 2% of the time, so a number that moved from four to six may mean nothing.
The fastest way to understand generative engine optimization is to watch one work. These open an assistant with the question already written, asking it to read this page and tell you honestly whether we know what we are talking about.
We do not see the conversation, and we do not get to edit the answer.
Every figure on this page comes from a published study rather than from our own results, and every one of them also appears on our AVO page. Where we are inferring rather than measuring, we say so.
AI assistants are still well under one percent of total search volume. They are also growing several hundred percent a year while conventional search grows in the teens. Both are true, and an agency that only tells you the second one is selling you panic.
Which is why we do not sell this as a separate retainer to most people. AI search tracking is included in both of our local SEO plans, because the work that feeds it is the work we were doing anyway.
Generative engine optimization is the work of being named inside the text an AI system writes, rather than in a list of links underneath it. When someone asks an assistant which company to use, the machine composes a short answer naming two or three businesses. GEO is everything that makes yours one of the names in that sentence.
GEO is about synthesis and AEO is about citation. In generative engine optimization the machine blends many sources into new prose and often names nobody in particular, so the goal is to be part of what it believes about your category. In answer engine optimization there is a specific question with a specific answer, and the goal is to be the source quoted for it. The underlying work overlaps heavily, which is why we do not sell them as two retainers.
Not on its own, and we would rather say so. A test of 1,885 pages that added JSON-LD against roughly 4,000 that did not found the effect on AI citations indistinguishable from noise. We still add schema, because it helps conventional search and keeps your facts unambiguous. What we will not do is sell it as the headline reason you will appear in generated answers.
No, and nobody can. Around three quarters of the sources ChatGPT cites change from one week to the next, and running an identical prompt three times returns a stable set of citations only about 2% of the time. Anyone selling a fixed position in a generated answer is selling something they do not control.
Probably not as a separate purchase. AI assistants are still well under one percent of total search volume, while growing several hundred percent a year. For most local trades the right move is to get the fundamentals right, because the same work feeds both conventional search and generated answers, and to measure monthly so you see the shift coming rather than reading about it afterwards.
We run your business through ChatGPT, Google's AI answers and Perplexity, and send you what came back, including who got named instead of you. No charge, and no obligation to do anything about it. The profile and review signals those engines actually read are listed out in our free checklist for getting named in AI answers. If the site itself is what is holding you back, the Lightspeed build is where most of our clients start.