What is Answer Engine Optimization (AEO)?

Answer Engine Optimization (AEO) is the work of getting your business named when someone asks an AI assistant — ChatGPT, Perplexity, Gemini, Claude or Google's AI Overviews — who to hire. Instead of competing for a link on a page of results, you become the specific, citable answer the assistant gives back.

Named is an Answer Engine Optimization (AEO) agency in Cape Town. We get reputation-built businesses — architects, builders, accountants, advisors, coaches and similar service firms — named when buyers ask AI assistants who to hire, across South Africa, Eswatini and the rest of Southern Africa. Reach us at cydney@named.agency.

What does AEO actually do?

AEO makes a business legible to the AI assistants that buyers now ask for recommendations. When the answer engines can read your site, understand plainly what you do and where, and find your name repeated by sources they trust, they have enough to name you in an answer. When those signals are missing, they name someone else — and you never see it happen.

For twenty years, being found meant ranking on the first page of Google: a buyer typed a query, got a list of links, and clicked one. AEO is for a habit that took hold fast. A buyer opens ChatGPT, or reads the AI summary now sitting above the Google results, and gets a short answer that already contains a shortlist of names. They often don't scroll, and frequently don't click anything at all. The answer is the decision.

How is AEO different from SEO?

SEO earns you a place in the list of links. AEO earns you a place in the answer. The technical foundations overlap — a crawlable, fast, well-structured site helps with both — but they reward different things. Search rankings reward pages; AI answers reward whether the engine has enough consistent, trusted information to feel confident saying your name out loud.

The practical consequence: a business can rank well on Google and still be missing from every AI answer, because the two run on different systems. Full comparison: AEO vs SEO →

Why does AEO matter in 2026?

Because the search that AEO targets is no longer a side channel. In the first four months of 2026, 68% of US Google searches ended without a click to the open web — up from 60% in 2024 (SparkToro, using Similarweb clickstream data). The US is where this is measured most precisely, but the structural shift is the same everywhere: more buyers get their answer on the results page or inside an assistant, and never reach a website at all.

Gartner predicted in February 2024 that traditional search engine volume would drop 25% by 2026 as AI chatbots and virtual agents absorb queries. For a business that has always grown on referral and reputation, this is the referral conversation moving somewhere new. The assistant now does the asking-around on the buyer's behalf — and it can only recommend a business it can find and verify.

How do AI assistants decide which businesses to name?

Three things, common across the engines: they need to be able to crawl your site, they need a direct answer to the buyer's question on the page, and they need your business consistently described and repeated by sources they already trust. Each engine draws from a different index and weighs the signals slightly differently. How ChatGPT, Perplexity and AI Overviews decide who to name →

What does AEO involve in practice?

Four pieces of work, none of them mysterious:

• A site an assistant can read. Many sites render their content only after the page loads, which leaves a crawler seeing an empty shell. The fix is to serve the actual words in the page itself, fast and without barriers.
• A plain statement of what you do and where — in code, not just prose. Structured data (schema) tells an assistant exactly which services you offer and which areas you serve, so it doesn't have to guess your identity from scattered clues.
• Independent sources that repeat your name. Assistants trust a business that other credible places describe the same way — directory listings, a complete business profile, genuine reviews, the occasional mention in the trade press. One self-description carries far less weight than the same description corroborated elsewhere.
• Answer-first content. Pages that lead with a direct, quotable answer to a real buyer question give a language model something specific to lift. Pages that bury the answer under preamble give it nothing to work with.

Who needs AEO?

Reputation-built businesses — the ones that have always grown on word of mouth, where choosing a provider is a high-trust decision people research carefully. In Southern Africa that means architects, builders, accountants, advisors, coaches and similar service firms across Cape Town, the rest of South Africa, and Eswatini. The more your buyers rely on a recommendation before they commit, the more it matters whether the assistant they ask knows you exist.

How do I find out if AI assistants name my business?

Ask them. Open ChatGPT, Perplexity, Gemini and Claude and put the questions your buyers would ask — "who's the best [your service] in [your city]?" — and see who gets named. Most businesses running this check for the first time are caught off guard, usually because a competitor they don't rate keeps appearing while they don't. That gap is what AEO closes.

If you'd rather have it done properly and written up, that is what our free AI Visibility Report Card is: we run your business through all four assistants, document where you appear and where you don't, and send a plain-English read on what's holding you back.

Common questions about AEO

Is AEO the same as SEO?

No. SEO works to rank a page in the list of links; AEO works to get your business named inside the AI-generated answer. They share technical foundations, so good SEO helps, but ranking and being cited are different outcomes. AEO vs SEO →

Is AEO the same as GEO or LLMO?

They overlap and the terms are often used interchangeably. AEO (answer engine optimization) is about being named in direct AI answers and answer surfaces; GEO (generative engine optimization) is the broader practice across generative search; LLMO (large language model optimization) focuses on the models themselves. The shared goal is the same: being the business an AI recommends.

How long does AEO take to work?

Schema and entity fixes can register within a few weeks of the engines re-reading your site. Movement on whether you get named usually takes two to three months, and a steady share of the answers in your category takes three to six. Anyone promising faster is overselling.

Does AEO replace my Google ranking?

No — it sits alongside it. The foundations overlap, and a strong Google presence still feeds the answer engines. AEO adds the work that turns a findable business into a citable one.

Is AEO worth it for a small business?

For a referral-driven business in a high-trust category, being absent from the AI answer is the same problem as being left off a word-of-mouth recommendation. The fixes are largely one-time and checkable, which is why a small firm can close the gap without a large budget. The Report Card tells you whether you have a gap before you spend anything.

Author: Cydney Chambers, founder of Named Agency · Updated: 22 June 2026

Sources: SparkToro, 2026 (zero-click search share in the US, using Similarweb clickstream data); Gartner, February 2024 (predicted decline in traditional search engine volume as AI chatbots and virtual agents absorb queries).