AI & AEO

AI Snippet

Quick Definition

An AI snippet is a short, AI-generated passage extracted from your content that an AI engine surfaces as the answer to a user query, typically with a citation back to your source.

In context

AI snippets differ from classical featured snippets in that the AI engine paraphrases or synthesises rather than lifting verbatim. The optimisation goal: write self-contained, declarative answer paragraphs that an LLM can extract with minimal alteration. Best practices: declarative first sentence, specific data and named entities, clear attribution, source links to authoritative references. Use direct-answer blocks at the top of every page that targets an informational query.

Example

A Toronto SEO playbook's first paragraph — 'Local SEO for Canadian dental practices in 2026 starts with a fully populated Google Business Profile…' — gets paraphrased into AI snippets across ChatGPT and Gemini for related queries.

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Related terms

Claude Search

Claude Search is Anthropic's web-search capability inside Claude, which queries live web sources and synthesizes cited answers similar to ChatGPT search and Perplexity.

Vector Embedding

A vector embedding is a numerical representation of text (or images, audio) in high-dimensional space, used by AI engines to find semantically similar content for retrieval.

AI Search Traffic

AI search traffic is the subset of organic visits originating from AI-engine answer surfaces — ChatGPT, Perplexity, Claude, Gemini, Copilot, AI Overviews — typically attributed via referrer or UTM tracking.

Multimodal Search

Multimodal search is search that accepts and reasons over multiple input types — text, images, video, audio — together, powered by multimodal AI models like Gemini and GPT-4o.

Entity Recognition

Entity recognition is the process by which search engines and LLMs identify the discrete real-world entities (people, companies, products, places) referenced in a piece of content.

Answer Pack (AI)

An answer pack is the cluster of citations an AI engine attaches to a synthesised answer — typically 3–10 source URLs, ordered roughly by contribution to the answer.

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