Reference · Page 2
Glossary, cheatsheets, and canonical definitions for GEO/AEO terminology.
43 articles · Page 2 of 4
AI Search Image Citation Patterns: How LLMs Reference Visual Content
AI search image citation patterns: how ChatGPT, Perplexity, Gemini, and Copilot reference image sources, alt text, and captions in 2026 answers.
AI Search Multilingual Citation Patterns: How ChatGPT, Perplexity, and Gemini Cite Non-English Sources
Reference for multilingual AI citation patterns across ChatGPT, Perplexity, Gemini, and AI Overviews, covering language effects on source selection and trust.
AI Search Platform Comparison
ChatGPT, Perplexity, AI Overviews, AI Mode, Claude, Copilot, and You.com compared: crawler UAs, citations, ranking signals, and per-platform GEO tactics.
AI Search Platforms Comparison Reference: ChatGPT, Perplexity, Gemini, Claude, Copilot
Side-by-side reference comparing ChatGPT Search, Perplexity, Gemini, Claude, Copilot, and AI Overviews on citation behavior, paywall handling, and use-case fit.
AI Search Query Volume Estimation Framework: Modeling ChatGPT, Perplexity, and AI Overviews Demand
A defensible framework for estimating AI search query volume across ChatGPT, Perplexity, Gemini, Claude, and Google AI Overviews when keyword tools fall short.
AI Search Referrer Attribution Reference Specification
Normative reference for AI search referrer attribution: HTTP Referer conventions, UTM patterns, GA4 channel rules, and detection logic for ChatGPT, Perplexity, and Gemini traffic.
AI Search Refusal Patterns: When and Why Generative Engines Decline to Cite
AI search refusal patterns: when and why ChatGPT, Claude, Perplexity, and Gemini decline to cite sources, and how publishers can recover citations.
AI Search SERP Feature Citation Map: Where AI Mentions Appear in 2026
AI search SERP feature citation map: a 2026 checklist of every surface where AI mentions appear, from AI Overviews to Perplexity Sources.
AI Search Snippet Character Limits Reference
Reference table of AI search snippet character and word limits across Perplexity, ChatGPT search, Google AI Overviews, AI Mode, and Bing Copilot.
AI Search Tools Directory
A curated directory of AI search tools for citation monitoring, content optimization, schema validation, analytics, and GEO/AEO testing in 2026.
AI Search User Intent Taxonomy: How Users Query Generative Engines
AI search user intent taxonomy mapping conversational, exploratory, transactional, and verification queries to GEO/AEO content patterns and citation outcomes.
AI Snippet Truncation Patterns: How ChatGPT, Perplexity, and Google AI Overviews Cut Answers
AI snippet truncation patterns reference: how ChatGPT, Perplexity, and Google AI Overviews cut citations, where breaks occur, and how to author for them.