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GLOSSARY

AI visibility glossary

Plain-English definitions of the terms used in AI search and AI visibility. Each term links to a deeper guide where we have one.

AI visibilityAnswer Engine Optimisation (AEO)Generative Engine Optimisation (GEO)AI SEOAI searchAIOLLM SEOAI citationShare of answerCitedScore™Prompt setGoogle AI OverviewsGoogle AI ModeZero-click searchEntityStructured data (schema)llms.txtRetrieval-augmented generation (RAG)NAP consistency

AI visibility

How often, how prominently and how accurately AI engines such as ChatGPT, Gemini, Perplexity, Google AI Overviews, Copilot and Claude name, describe and recommend a business.

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Answer Engine Optimisation (AEO)

The practice of improving how a business is understood, cited and recommended inside AI-generated answers, rather than only ranking in a list of search results.

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Generative Engine Optimisation (GEO)

A term, largely from academic research, for improving visibility inside answers produced by generative AI. In practice it overlaps heavily with AEO.

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AI SEO

The everyday umbrella term for optimising a business to appear in AI search and AI recommendations. Often used interchangeably with AEO and GEO.

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AIO (AI Optimisation)

Optimising a business so AI tools cite and recommend it; the same goal as AEO, GEO and AI SEO. Also used as shorthand for Google AI Overviews.

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LLM SEO

Optimising content and entity signals so large language models understand, cite and recommend a business. Another name for AEO, GEO or AI SEO.

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AI citation

When an AI engine links to or references a web page as a source for its answer. Different from an AI mention, where the engine names a business in the answer text without necessarily citing its website.

Share of answer

The share of business mentions a brand receives across a defined set of AI prompts, compared with competitors. A core measure of AI visibility.

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CitedScore™

Cited AI's indicative AI visibility score out of 100, built from four areas: AI presence, Google profile and reviews, website readiness and third-party authority.

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Prompt set

A fixed list of real customer questions used to test AI engines repeatedly, so results can be compared over time.

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Google AI Overviews

AI-generated summaries that appear at the top of some Google search results, often citing a handful of sources.

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Google AI Mode

Google's conversational search experience, where people ask longer questions and follow-ups and receive a full AI-written answer with links to sources.

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Zero-click search

A search where the person gets their answer on the results page or in an AI response without clicking through to a website.

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Entity

A clearly identifiable thing — such as a business, person or place — that search engines and AI systems can recognise and connect facts to.

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Structured data (schema)

Code added to web pages that labels facts, such as business name, address, services and FAQs, in a format machines can read reliably.

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llms.txt

A proposed plain-text file at the root of a website that summarises the site and its key pages for AI systems. Support varies by platform.

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Retrieval-augmented generation (RAG)

A method where an AI system searches for and reads relevant sources at the time of a question, then uses them to write its answer. Many AI search features work this way.

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NAP consistency

Keeping a business's name, address and phone number identical everywhere it appears online, so AI and search engines can connect every listing to one business.

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