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Glossary

Every AI search term, in one sentence.

The words that come up when people talk about being found by Google and AI, and the words behind how Omnishown works. No jargon without a definition.

Start here: SEO, AEO and GEO

Three names for overlapping jobs. You need all three, and they reward the same habit: say clearly what you are.

SEO

Search Engine Optimisation

Aims to
Rank in the list of links
Shows up in
Google and other search results
Scope
Pages, links and technical health

AEO

Answer Engine Optimisation

Aims to
Be the answer that gets extracted
Shows up in
Featured answers, AI Overviews, assistants
Scope
Structure, questions and concise answers

GEO

Generative Engine Optimisation

Aims to
Be named and recommended
Shows up in
ChatGPT, Perplexity, Gemini and similar
Scope
Clear facts, trust signals and mentions

Measuring AI visibility

How you tell whether AI names you.

Answer Share
an Omnishown term: of the sampled AI answers for your tracked buyer questions, the share that name your business.
Buyer question
A question a customer might put to an AI engine before buying, such as “best dental clinic near Kondapur”.
Sampling
Asking the same question more than once, because AI answers vary from run to run and one answer is only an anecdote.
Share of voice
How much of the conversation in a category belongs to you compared with others.
AI Overview
The AI-written summary Google shows above some search results, with links to the pages it drew on.
Zero-click search
A search where the person gets what they need on the results page and never visits a website.

Getting named and cited

What makes a page easy for AI to use.

Citation
A link or source an AI answer shows to back up what it says.
Entity
A distinct thing, such as a business or a person, that search and AI systems can recognise and connect facts to.
Structured data
Labels added to a page's code that describe facts like your business type, hours or FAQs in a form machines read directly.
Schema.org
The shared vocabulary of types and properties used to write structured data.
JSON-LD
A tidy way to write structured data as a block of code in a page, without changing what visitors see.
FAQ markup
Structured data that marks a set of questions and answers so machines can tell which is which.
Hallucination
A confident, fluent AI claim that is not supported by facts or sources.
Grounding
Tying an AI answer to real documents so each claim can be traced to a source.

Letting crawlers in

How machines find and read your pages.

Crawler
A program that reads web pages on behalf of a search engine or an AI product.
AI crawler
A crawler operated by an AI company to gather pages for training or for answering questions.
robots.txt
A file at the root of a site that tells each crawler which paths it may request. Following it is voluntary for crawlers, though reputable ones do.
llms.txt
A proposed plain-text file at the root of a site that gives language models a short summary and the key links. Not an official standard.
Sitemap
A file listing the pages you want search engines to know about.
Canonical tag
A tag that tells search engines which version of a page is the main one when several are alike.

Working with code

The words behind how Omnishown works.

Repository
The folder, tracked by Git, that holds a website's code and its history.
Push
Sending new changes to a repository.
Pull request
A proposed change to code, shown line by line, that someone reviews before it is merged.
Diff
The view of exactly which lines were removed and added in a change.
Status check
An automatic result, such as passed or failed, shown on a change in GitHub.
Revert
Undoing a merged change by adding a new change that reverses it.
Branch protection
GitHub rules, such as required checks and reviews, that a change must meet before it can be merged.

Want the bigger picture? Read the AI visibility guide.

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