Glossary

A structured analytical framework for optimizing content and strategies for generative AI search, examining user intent, AI model processing, and underlying data sources.

An AI bot crawler is an automated program that uses artificial intelligence to discover, analyze, and index content on the internet for generative AI models and search engines.

An AI mention is when a generative AI model directly references a specific local entity, business, or location in its output, often in response to a user query.

An AI Overview citation is the appearance of your URL as a source in Google AI Overview answers. Citation volume is the most direct measure of GEO visibility.

AI Overviews are generative AI summaries displayed prominently in search results, offering concise, direct answers and information derived from various web sources.

An AI Readiness Rubric assesses an organization's preparedness to leverage AI for generative search engine optimization, identifying gaps and opportunities.

Bing Copilot is the generative answer experience that appears at the top of Bing search results and in the right panel. Answers are produced from Bing's index and OpenAI models.

Identifies and categorizes brand mentions within text to understand their context and relationships for AI-driven search and analysis.

ChatGPT Search is OpenAI's web search feature integrated into ChatGPT. Answers are grounded in real-time web data and include source citations.

A citation gap occurs when a business is mentioned online without a corresponding, verifiable citation or link to its official presence.

Citation rate measures how frequently a specific piece of content is referenced or linked to by other online sources.

Claude Citation refers to the method by which the Claude AI model attributes information to its original sources, providing transparency and validating the data it presents.

Measures how often a generative AI engine produces a winning response compared to others in head-to-head comparisons.

Generative Engine Optimization (GEO) is the practice of optimizing content and strategies to rank prominently and effectively within generative AI search engines and large language models (LLMs).

Generative search returns a model-synthesized answer to user queries instead of a ranked list of 10 blue links. ChatGPT Search, Perplexity, and Google AI Mode fall in this category.

Google AI Mode is a Google search mode that returns an end-to-end generative answer flow instead of the classic SERP. It launched widely in March 2025.

GPTBot is OpenAI's web crawler that collects content for model training. Access is controlled through robots.txt.

A structured representation of real-world entities and their relationships, used by AI to understand and answer complex queries.

"llms.txt" is a conceptual file that would allow website owners to specify how Large Language Models (LLMs) should interact with and utilize their content for generative AI purposes.

A Perplexity Citation refers to the source attribution provided by the Perplexity AI engine when generating answers, indicating where information was retrieved.

Prompt visibility refers to how easily a generative AI can understand and utilize specific keywords or phrases within a user's query.

Share of Voice (SoV) measures a brand's visibility and presence within a specific market or conversation compared to its competitors.