AI & AEO

Featured Snippet vs AI Overview

Quick Definition

Featured snippets show one direct answer pulled from a single ranking page; AI Overviews synthesize from multiple sources with AI-generated text.

In context

Featured snippets give one site huge CTR; AI Overviews distribute citation across multiple sources but can completely answer the query. Both reduce traditional click-through rates and reward direct, structured answers.

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Related terms

Prompt-Engineering SEO

Prompt-engineering SEO is the practice of researching the actual prompts users issue to AI engines and optimizing content to be the preferred citation for those prompts.

Bing Deep Search

Bing Deep Search is Microsoft's enhanced AI-powered search mode that uses GPT-4-class models to expand queries, fetch more sources, and synthesize longer answers than standard Bing.

GEO vs AEO

GEO and AEO are essentially the same discipline under different names — both describe optimizing content to be retrieved and cited by AI search engines and answer engines.

Answer Engine Optimization (full term)

Answer Engine Optimization is the full term abbreviated as AEO — optimizing content to be selected as the answer by Google AI Overviews, ChatGPT, Perplexity, Claude, Bing Copilot, and Gemini.

ChatGPT Search

ChatGPT Search is OpenAI's web search feature that lets ChatGPT pull current information from the web with citations.

Retrieval-Augmented Search

Retrieval-augmented search uses a search component to retrieve current relevant documents, which an LLM then uses to compose an answer with citations.

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