SEO · GEO · AEO · AIO · LLM SEO

SEO, GEO, AEO, AIO and LLM SEO: A Plain-English Glossary

SEO, GEO, AEO, AIO and LLM SEO aren't five separate services — they're one visibility problem with different outputs: a ranked link, an AI Overview, or a direct answer inside ChatGPT. Here are all 25 terms explained in plain business language.

  • 25terms explained
  • 4new acronyms since 2024
  • 2.5sGoogle's LCP threshold
Laptop screen showing search traffic analytics dashboard

In short

Terms covered
25
Groups
Search fundamentals · AI search and answers · Technical performance · Structured data and markup · Scale and meaning
Speed thresholds
LCP ≤ 2.5 c · INP ≤ 200 ms · CLS ≤ 0.1
Entry price
$750 — Revenue leak audit

In the last two years, SEO gained four new acronyms — GEO, AEO, AIO, LLM SEO. Some agencies sell them as separate line items, but technically they run on the same foundation: a fast site that's legible to both Google and machines, with clear answers to the questions real customers ask. What changes is where that answer surfaces — a ranked link, an AI Overview panel, or a direct answer inside ChatGPT.

This page works as both a glossary and a field guide. Each term follows the same structure: what it is, why it matters to a business owner, and what to do about it this week. At the end, you'll find where to start if time and budget are limited, and which AI-search myths are the most expensive to believe.

On this page

Search fundamentals

The terms SEO started with — still the base layer of visibility on Google.

SEOSearch Engine Optimization

The set of changes that make a site legible and useful to search engines: technical health, content written for real queries, links from other sites.

It's still the channel that brings in people who are already looking for what you sell, without paying per click.

Open Google Search Console and find queries where you already rank 5th–15th, then add specific detail to that page's copy.

SERPSearch Engine Results Page

What a person sees right after a search: organic links, ads, a map pack, an AI Overview, a "people also ask" box.

Ranking #1 in the classic list no longer means the first thing a customer sees — three or four other blocks can sit above it.

Search your main keyword yourself and count how many blocks appear above the organic results — that's your real competition for attention.

E-E-A-TExperience, Expertise, Authoritativeness, Trust

The signals Google, and AI models, use to judge whether a page and its author can be trusted.

Without these signals, even a technically flawless site loses to a competitor with real names, facts, and a visible track record.

Add an About page with your actual years in business, named team members, and verifiable facts — no invented awards or numbers.

Search IntentSearch intent

The real reason behind a query: to learn something, compare options, buy, or find a specific page.

A page that answers the wrong intent — selling when the visitor is still comparing — loses the visitor even from a high ranking.

Before writing a new page, search the target keyword yourself and study the top 5 results — that's the intent Google already expects.

AI search and answers

The acronyms that showed up between 2024 and 2026: how a business gets quoted inside ChatGPT, Gemini or AI Overviews instead of listed as a link.

GEOGenerative Engine Optimization

Working to get AI systems — Google AI Overview, Perplexity, Copilot — to cite or summarize your page as the source of an answer, not just index it.

If you're not among the sources an AI answer pulls from, the competitor who does get cited earns the customer before anyone sees a normal results page.

Rewrite the opening paragraph of key pages so it's a complete answer to the main question on its own, with no throat-clearing before the fact.

AEOAnswer Engine Optimization

A subset of GEO focused specifically on the direct-answer format: a short, precise paragraph or list that can be quoted whole.

Voice assistants and AI chat take the answer as a single block — that block either gets shown or it doesn't.

Add an FAQ section to each service page with 5–6 real customer questions and direct 2–3 sentence answers, marked up with FAQPage schema.

AIOAI Optimization / AI Overviews

Practices that raise your odds of appearing inside Google's AI Overview panel — the AI-generated summary shown above standard results.

AI Overviews absorb clicks that used to go to the top organic positions — a page can appear in the results and still get no traffic.

Check the Search Appearance report in Search Console monthly to see whether your domain shows up in AI features, and whether clicks drop on the queries where it does.

LLM SEOLarge Language Model SEO

Making sure models like ChatGPT, Gemini or Claude know about your business and describe it accurately when a user asks directly, drawing on training data rather than a live search.

Customers increasingly ask an AI chat to "recommend a company that does X" — and the model names either you or whichever competitor is better represented in its data.

Ask ChatGPT, Gemini and Perplexity directly, "who does [your service] in [your city/niche]", and note whether your name comes up — that's your baseline.

Zero-ClickZero-click search

A search where the answer appears right on the results page — in a snippet, AI Overview, or panel — and the person never visits a website.

Queries like "business hours near me" or "average price of X" have stopped sending clicks for years — and that's revenue an owner miscounts if they only track visits, not impressions.

In Search Console, compare impressions and clicks over the last 3 months for your top queries: rising impressions with flat clicks means zero-click is eating your traffic, so start valuing brand mentions as much as visits.

Technical performance

The metrics Google and AI crawlers measure automatically — and that decide whether your content gets read at all.

Core Web VitalsCore Web Vitals

Three Google metrics that measure real-world usability: how fast the page loads, how fast it responds to a click, and how visually stable it is while loading.

This is a confirmed, direct ranking factor — a slow site loses to a faster competitor even with weaker copy.

Run PageSpeed Insights on your homepage and your three most important service pages, and record the current scores as a baseline.

LCPLargest Contentful Paint

How long it takes for the largest visible element — a hero image, headline, or banner — to render on screen.

Google's threshold is 2.5 seconds; slower than that, and mobile visitors close the tab before the page finishes loading.

Compress your hero image to WebP and confirm in PageSpeed Insights that LCP comes in under 2.5 seconds on mobile.

INPInteraction to Next Paint

The time between a user's click or tap and the page's visible response — opening a menu, submitting a form.

Google's threshold is 200 milliseconds; a site that lags on clicks feels broken, even when it's technically working.

Time your quote form and main menu on mobile by hand — if the response is noticeably delayed, strip down the scripts running on that page.

CLSCumulative Layout Shift

How much page elements jump around while loading — text or a button shifting because an image or banner loaded in late.

Google's threshold is 0.1; above it, visitors misclick a button or an ad by accident, which damages both experience and trust.

Set a fixed width and height for every image and banner in the page code so the browser reserves the space before the file loads.

Crawl BudgetCrawl budget

The number of pages and amount of time a search engine's crawler is willing to spend on your site in a given period.

On a large site with hundreds of pages, the crawler can simply never reach new or important pages if it burns its budget on junk URLs.

Block filter pages, cart pages, and parameter duplicates in robots.txt, and check the Crawl Stats report in Search Console for sudden drops.

Structured data and markup

How you tell search engines and AI who you are, what you sell, and why you can be trusted — in machine language, not ad copy.

Schema.orgSchema.org markup (JSON-LD)

A standard tag vocabulary a page uses to tell a machine: this is an article, this is a product with a price, this is a review, this is a list of Q&As.

Without markup, Google and AI models have to guess at meaning from plain text; with it, they get the fact directly, no guessing required.

Add FAQPage schema to a service page using your real FAQ questions, and validate it in Google's Rich Results Test.

Entity SEOEntity SEO

Making sure your company, brand, or founder exists in search as one clearly recognizable "entity" — same name, address, and description everywhere.

Google and AI models trust an entity they see described consistently across your site, Google Business Profile, social profiles, and third-party mentions — mismatches erode that trust.

Cross-check your business name, address, and phone number across your site, Google Business Profile, and your three most recent external mentions, and fix any mismatch the same day you find it.

Knowledge GraphGoogle Knowledge Graph

Google's internal database of facts about entities — companies, people, places — that powers the knowledge panel and part of its AI answers.

Appearing in the Knowledge Graph is a verified "ID card" for your business that Google can show regardless of your organic ranking.

Fully complete and verify your Google Business Profile — category, hours, photos, description — the fastest legitimate path for a small business into the Knowledge Graph.

LSILatent Semantic Indexing

An older term for how a search engine recognizes topically related words around a main query — for "fix a refrigerator," that means "compressor," "coolant," "technician."

The term is technically outdated, but the idea still applies: text with no related vocabulary reads as "thin" to the algorithm even with the right keyword in place.

Reread your main service page and add 5–7 natural, topic-related words a real technician or consultant would actually use when talking to a customer.

Programmatic SEOProgrammatic SEO

Automatically generating a large number of similar pages from one template and a data feed — a separate page for each city or each product model, for example.

Done well, it drives fast organic reach; done poorly, it fills a site with thin, near-identical pages that Google flags as spam and can deindex by the section.

If you're building programmatic pages, put at least one genuinely unique data block on each one — real prices, photos, a review specific to that category — or don't launch it at all.

Scale and meaning

What powers AI search under the hood — how machines parse meaning, and how to scale content without it turning into noise.

RAGRetrieval-Augmented Generation

A technique where an AI model first retrieves relevant snippets from a database or the web, then generates its answer based on what it found.

RAG is what decides which site an AI system actually reads and cites in real time — it's the technical reason GEO is possible at all.

Keep clear, fact-dense pages for each service separately — a RAG system pulls a snippet, not a whole page, so one vague "everything we do" page loses to five focused ones.

Vector EmbeddingsVector embeddings

The way AI converts words and sentences into numbers so that phrases with similar meaning end up near each other in mathematical space, even without matching words.

This is why AI search can find your page from a query that shares no exact words with your copy — but only if the meaning is genuinely relevant.

Write about your service using the words customers actually use to ask about it, not just industry jargon — it raises your odds of matching on meaning, not just phrasing.

Context WindowContext window

How much text an AI model can hold in view at once while forming an answer — measured in tokens, roughly word fragments.

If your company description is scattered thinly across 10 pages, the model may never see the full picture in one pass — and recommends the competitor whose information fits in one place instead.

Put the core facts about your business — what you do, who it's for, what it costs, how to reach you — into one compact block on a single page, not scattered fragments across the site.

NLPNatural Language Processing

The field of AI that teaches machines to read, understand, and generate human text — the foundation both classic search and AI chat run on.

It's the technology behind every other term on this page — without NLP, there's no semantic search, no RAG, no AI Overview.

Write sentences the way you'd say them out loud to a customer, not like a legal document — modern NLP scores natural phrasing, not formal correctness.

Where to start if time and budget are limited

Five steps in the order they actually move visibility — in classic search and in AI answers alike.

  • Technical foundationStart with Core Web Vitals and crawl budget — no markup or copy fix helps a page that loads slowly or that the crawler never reaches.
  • Honest trust signalsE-E-A-T and Entity SEO: the same name, address, and real facts about your company everywhere — the base layer AI pulls its answers from.
  • Machine-readable markupSchema.org on key pages — service, price, FAQ; the cheapest way to stop making Google and AI guess.
  • Content written as an answerRewrite opening paragraphs to directly answer the customer's main question — that's AEO and classic query relevance at the same time.
  • AI visibility trackingCheck monthly whether ChatGPT, Gemini and Perplexity mention your brand, and whether clicks are dropping on queries where an AI Overview now appears.

Four myths that cost money

  • GEO and AEO are something entirely new, unrelated to SEOTechnically they run on the same foundation — speed, indexing, trust — plus an answer format built for AI; without classic SEO, GEO has nothing to work with.
  • AI search has already replaced GoogleIn most industries, classic organic traffic still outweighs traffic from AI sources — AI is adding a channel, not erasing the old one in a single year.
  • Just add Schema.org and AI will start citing the siteMarkup only helps a machine read what's already written; without a clear, factual answer in the text itself, markup adds nothing worth citing.
  • Fewer clicks from search means the site is losing customersSome share of queries has always been zero-click; what matters more is whether AI answers mention the brand and whether people reach out directly, not just counting visits.

Questions owners actually ask

How is GEO different from regular SEO?
SEO gets a person to your site through a ranked link; GEO gets an AI system to quote or summarize your content directly inside its answer. Both run on the same base: speed, structure, trust.
How much does AI-search optimization cost?
There's no separate "GEO price" — it's part of one body of work. Our entry point is a paid 48-hour audit at $750, which shows exactly what to prioritize first.
How long until results show up?
Technical fixes — speed, markup — can show effect in 2–4 weeks. Showing up in AI answers depends on when the model next refreshes its data, which usually means months, not days.
Does zero-click mean the website doesn't matter anymore?
No. The site is still where AI pulls its facts from, and still where a ready-to-buy visitor ends up. What changes is how you measure the payoff, not clicks alone.
How do I check whether AI mentions my brand?
The simplest way is to ask ChatGPT, Gemini and Perplexity directly — "who does [service] in [city]" — and read the answer. We also have a free AI brand visibility checker, no signup required.
I'm a small business with no marketing team — is this even for me?
Yes, more so than for a large one: fewer pages means the technical base and markup can be fixed in days, not months.

See how search and AI describe you right now

A free site analyzer (40 checks) and an AI brand visibility check show the current picture with no signup required. If you need to know exactly where the business is losing leads, a paid 48-hour audit delivers a concrete action plan.

Author: Vladyslav, Founder & Forward Deployed AI Engineer, AiUse Agency10+ years in industrial B2B and IT — international marketing, sales and tenders; live client sites as proof.