Generative Engine Optimization Glossary
The definitive dictionary for Generative Search Intelligence, AI citation telemetry, and knowledge graph engineering.
Metrics & Telemetry
3 TermsCitation Share of Voice (CSoV)
The percentage of relevant generative AI responses that cite, recommend, or reference a specific brand or domain.
AI Citation Blackout
The total absence of a brand from AI-generated recommendations and commercial search queries within its market category.
Commercial Buyer Prompt Clustering
The grouping and algorithmic analysis of related purchase-intent prompts to evaluate brand citation coverage across topic clusters.
Optimization Strategy
2 TermsGenerative Engine Optimization (GEO)
The practice of engineering web entities, structured data, and content to maximize brand citations in AI answer engines.
Answer Engine Optimization (AEO)
A subset of search optimization focused on structuring content to provide direct, synthetic answers to conversational queries.
AI Architecture
2 TermsLLM Grounding & Retrieval Augmentation
The technical process of connecting AI model outputs to verified real-time web sources to ensure factual accuracy and prevent hallucinations.
Knowledge Graph Entity Ingestion
The extraction and ingestion of structured brand entities and relationships by AI crawlers into multi-dimensional knowledge bases.
Search Indexing
3 TermsInformation Gain Score in AI Search
A metric used by search algorithms to evaluate the incremental, unique information a source provides beyond existing search results.
LLMs.txt Specification Standard
A proposed web standard providing a clean, markdown-formatted file at /llms.txt for AI web crawlers and inference models.
Synthetic Search Engine Results Page
An AI-generated, conversational answer interface that synthesizes multiple sources instead of displaying a static list of blue links.
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