AEO and GEO Without the Buzzword Tax

Two new acronyms are making the rounds, and every agency inbox is suddenly full of people selling both. GEO. AEO. They sound like a fresh discipline you've fallen behind on, complete with packages and retainers to catch you up.

Take a breath. Underneath the vocabulary, these are one idea with two labels, and most of what they describe is work you already understand. Let's define them plainly, separate what's genuinely new from what's rebranded, and figure out where an owner's time actually goes.

01What is generative engine optimization

Generative engine optimization, GEO, is the practice of making accurate public information easier for AI-assisted search tools to find, understand, and cite. The term is new, and there is no universal checklist or guaranteed path into an answer.

Answer engine optimization, AEO, is the close cousin. It's about being the direct answer to a question, whether that answer appears in an AI response, a featured snippet, or a voice assistant reading one result aloud. Where classic SEO tried to rank a page in a list, AEO tries to be the response itself.

The line between them is thin, and honestly you don't need to police it. GEO leans toward being recommended inside generated answers. AEO leans toward being the answer to a specific question. Both come down to the same goal: when a machine speaks on your buyer's behalf, it speaks your name. Treat AEO vs GEO as two windows on one room, not two rooms.

02What's actually new, and what's rebranded

Here's the part the sales pitches skip. Most of GEO and AEO is local SEO you should already be doing, wearing a new name.

The overlap with what you already know:

• Consistent entity data. These tools need to be confident about who you are, where you work, and what you do. That's the same accurate name, address, phone, and services that local SEO has always demanded.
• Reviews. Reviews remain useful public evidence for buyers and local search. Whether a particular AI answer retrieves or weighs them is tool- and query-dependent.
• Citations and mentions. Accurate mentions across credible sources give search and retrieval systems more public information to work with. That is useful corroboration, not a guaranteed inclusion signal.
• Structured, clear content. Pages that plainly state what you do and answer real questions were always good SEO. They're also what an AI tool can quote cleanly.

So a large share of "AI optimization" is your existing foundation, read by a new reader. If someone tells you GEO is an entirely separate build, be skeptical.

What is genuinely new is narrower, and worth knowing:

• Answer-first formatting. Content that states a supported answer up front is easier for people to scan and easier for a retrieval system to extract. The fact still has to be true, current, and properly qualified.
• Being quotable. Clear, self-contained statements of fact travel well into generated answers. Vague marketing language does not.
• Source corroboration. Consistent facts across your site, profile, and credible third-party sources reduce ambiguity. It is reasonable to make the business easier to verify, but the major tools do not publish a single local-recommendation formula.

That's the real new work: formatting to be quoted, and making sure everything about you agrees. It's an addition to the foundation, not a replacement for it.

03The owner's practical 80/20

If you want the short version of where to spend your effort, it's this.

Treat 80/20 as a prioritization rule, not a measured ranking formula. Put most of the effort into the foundation: accurate business facts, real reviews, useful service pages, and evidence a buyer can verify.

Use the smaller share for AI-search-specific checks: keep important answers clear, make the site crawlable, review crawler controls, and test whether public answers cite the right page. A visible question-and-answer section can help people and make key information easier to extract, but it does not guarantee a citation.

That's it. There is no secret. The concrete version of the twenty percent lives in how AI assistants pick which businesses to mention, and the bigger picture of why any of this matters is in where local recommendations now come from.

04Where to be skeptical

A closing word of caution, because the buzzwords attract the same people every gold rush does.

Nobody controls these engines. Not you, not an agency, not a tool vendor. If someone guarantees placement in ChatGPT's answers or promises to "get you into AI Overviews" for a fee, they're selling certainty they cannot deliver, the same way ranking guarantees were always a red flag. AI answers shift constantly and vary by how a question is phrased. The honest promise is influence over the signals these tools read, not control over what they say.

So spend on the foundation and the small, real formatting additions. Skip anything sold as a proprietary AEO secret. The businesses that win here are the ones that were already trustworthy, consistent, and clear, made a little more quotable. That's the layer we manage as AI Search Visibility.

05Do this next

• Add a short question-and-answer section to your most important service page, using the exact questions customers ask before they call.
• Rewrite one page's opening so the key fact comes first, in a plain sentence a machine could quote word for word.
• Ignore any pitch that guarantees placement in AI answers. Put that budget into consistency and reviews instead.

Want to know whether your public business facts are consistent, crawlable, and clear enough to support search and AI discovery? Request your free Local Visibility Audit: get the audit.