What is AEO and how is it different from SEO?

For twenty years, the goal of search marketing was simple. Get to the top of Google. Rank for a keyword. Get the click. Convert the visitor.

That game is changing. In 2026, an estimated 40% of search-style questions are asked directly to an AI assistant. The user types into ChatGPT or asks Claude or Perplexity, gets a one-paragraph answer with two or three businesses named inside, and never sees a list of ten blue links.

If your business is one of the names in that paragraph, the lead comes to you. If your business is not, you are invisible. There is no page two.

This is what Answer Engine Optimization, or AEO, is about. It is the work of making sure your business gets named inside the AI answer, not just listed on the results page.

The shift in one sentence

SEO optimizes for being one of ten results on a list. AEO optimizes for being one of three names inside the answer.

Why this matters now

Three things changed in the last 18 months.

1. AI assistants became the default for research questions. People who used to type "best HVAC near me" into Google now ask Claude or ChatGPT the same question, in a more conversational form. The answer they get is shorter, more confident, and harder to argue with.

2. Google itself moved. Google AI Overviews now appear above the classic ten blue links for most informational queries. The Overview is a summary. The businesses cited inside it get the eyeballs.

3. Citations matter more than links. The old game was about backlinks. The new game is about being mentioned by name on high-trust sources that LLMs read. A Wikipedia mention, a news article, a Reddit thread with real specifics, all carry weight that a backlink farm does not.

How AEO is different from SEO, in practice

	SEO	AEO
Goal	Rank on the results page	Get cited inside the answer
Currency	Backlinks, keywords, domain authority	Specific factual claims, citations, structured data
Format	Long articles, keyword density	Q&A, scannable answers, definite claims
Where signals come from	Other websites linking to you	Wikipedia, news, GitHub, Reddit, real reviews, schema markup
What kills you	Spammy content, slow site	Vague claims, JS-only content, no structured data

The honest answer is that AEO does not replace SEO. They run together. The same site needs both. If your Google Business Profile is wrong, you will not show up in the local pack on Google. If your site has no JSON-LD schema markup, ChatGPT will skim past you in favor of a competitor that is easier to cite.

The five things that move the AEO needle

If you are reading this and wondering where to start, here are the five highest-leverage things to fix, in order.

1. Structured data on every page

JSON-LD Schema.org markup tells LLMs exactly what your business does, where you are, what you charge, and what languages you speak. Most sites have none. Adding it is the single biggest jump in citation rate we see at Traccion.

2. Q&A formatted content

Write content the way customers actually ask LLMs. "How much does an HVAC tune-up cost in Long Beach?" is a better article title than "Affordable HVAC Maintenance Services." The first matches a real prompt. The second is keyword soup.

3. Specific verifiable claims

LLMs cite sources that say specific things. "We serve 14 zip codes in Long Beach" beats "we serve the greater Los Angeles area." "Our average response time is 38 minutes" beats "we respond quickly." Specific numbers, named places, dated facts.

4. llms.txt at the root of your site

A new convention that AI crawlers check first, like robots.txt for LLMs. A well-written llms.txt tells the LLM exactly who you are, what you do, what you charge, and where to find more. Costs nothing to set up, takes 30 minutes, and almost no business has one yet.

5. Citations from high-trust sources

A mention on a news outlet, a trade association, a Wikipedia article, or a respected Reddit thread carries far more weight than a backlink from a directory. The work is harder, but the payoff is bigger.

What does not work anymore

For completeness, here is what you can stop doing.

• Keyword stuffing. LLMs read for meaning, not density.
• Generic blog posts about "the importance of XYZ." They get ignored.
• Backlinks from low-trust directories. They might still help Google, marginally, but LLMs do not weight them.
• "As an AI language model, here are 10 tips." AI-generated slop is the easiest content to detect, and LLMs deprioritize it heavily.
• Pretending the AI era is not happening. A 12-month head start in AEO will compound. The local businesses that get cited first become the default answer, and that is hard to displace.

How to know if you are losing the AEO race

Run a free audit at traccion.ai/audit. Paste a URL. Thirty seconds later you see a Visibility Score across ChatGPT, Claude, Perplexity, Gemini, and Google AI Overviews, and a written list of the specific things to fix. No card, no email gate.

The single biggest predictor of whether a small business will still be growing in 2028 is whether the engines that customers ask know who they are. Most small businesses are invisible to those engines right now. The work to fix that is concrete and finite. It just has to start.

Further reading

• What is an AI receptionist?
• Answer Engine Optimization vs SEO
• llmstxt.org — the llms.txt convention

If you want help running this for your business, the AEO and Visibility service starts at $649/mo. Daily tracking, weekly content, citation building. We do the work, you stay in the answer.