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AI visibility guide

GEO and AI visibility glossary

The short answer

The words that come up most when people talk about appearing in AI answers, each with a short definition and, where it matters, what the evidence says.

GEO (Generative Engine Optimisation)
The work of getting a business into AI assistants' answers, described correctly. See what is GEO.
AEO and LLMO
Other names for much the same thing: answer engine optimisation and optimisation for large language models. Most of the industry says GEO.
AI visibility
How often AI assistants name you in answers about your field, out of all the answers measured.
Mention
When the answer names your brand in the text, with or without a link.
Citation
When the answer links to your site as a source. In AI answers this means a source link; in local SEO ‘citations’ also means directory listings.
Google AI Overviews
The AI-written summary Google shows above some results. See AI Overviews.
AI Mode
Google's conversational AI search. The same rules as AI Overviews apply.
AI crawler
The program that reads pages for an engine. The search ones: OAI-SearchBot (OpenAI), PerplexityBot, Claude-SearchBot and Googlebot. Training crawlers such as GPTBot or ClaudeBot are separate.
robots.txt
The file at the root of your site that says which crawlers may come in, and where. One mistake there can shut you out of every engine.
Snippet
The text a search engine shows from your page. Google requires a page to be eligible for a snippet before its AI features can use it.
Structured data (schema)
Code that describes the page for machines: business, product, questions. It helps consistency and rich results; as a way to get cited by AI, there's no evidence.
Entity
Your business as a ‘thing’ engines recognise: its name, what it does, where it is, who runs it. The more consistent the facts everywhere, the better it's recognised.
Query fan-out
When an assistant splits a question into several smaller searches and combines the results. That's why it can cite pages that don't rank for the original question.
Share of voice
The share of mentions across a set of questions that each brand gets. Only compare it within the same list of questions.
Snapshot
One run of a question through an assistant. Answers vary between runs, so one run can't measure visibility.
llms.txt
A proposed file that summarises a site for language models. No engine documents using it, and a study of about 300,000 domains found no link with citations.
IndexNow
A notice your site sends to Bing and other engines when a page changes, so they read it again sooner. Microsoft recommends it so its AI uses the current version.
Search Console
Google's free tool for seeing how people find you. Visits from AI Overviews and AI Mode are included in its Performance report, and a separate generative AI report shows impressions.

Sources

  1. Google Search Central, ‘AI features and your website’ (2025-12-10)
  2. OpenAI, crawlers (2026-10)
  3. Perplexity, crawlers (2026-10)
  4. Anthropic, crawlers (2026-04-07)
  5. Search Engine Journal on SE Ranking's llms.txt study (2025-11-20)
  6. Ahrefs, schema and AI citations (2026-05)