Guides

LLM Visibility & Citation

16 guides on llm visibility & citation for AI search visibility in high-trust industries.

• How LLMs Choose Sources: The Citation Mechanics Behind AI Search Visibility
• How ChatGPT Mentions Brands and Selects Experts: The Retrieval Reality Behind AI Citations
• How Perplexity Chooses Sources: A Source-Selection Field Guide for Regulated Industries
• How Google AI Overviews Select Sources: The Retrieval Reality Most SEOs Miss
• How Gemini Understands Brands and Entities: A Field Guide for High-Trust Industries
• How Claude Understands Expertise and Source Authority: A Practical Guide for High-Trust Industries
• How Copilot Uses Web Sources: A Technical Guide to Getting Cited
• How AI Assistants Recommend Companies: The Entity Evidence Model for 2026
• How to Become a Source for LLMs: The Citation Engineering Playbook for 2026
• How to Write Content LLMs Can Cite: The Citation-First Method for AI Search
• The Quotable Content Framework: How to Write So AI Assistants Cite You
• FAQ Schema for LLM Citation: Why Markup Alone Won't Get You Cited
• Definition Blocks for AI Search: The Extraction-First Method for AI Overviews
• Source-Worthy Content: How to Build Pages Journalists and AI Systems Actually Cite
• Original Data for AI Visibility: How Proprietary Research Gets You Cited in AI Overviews
• LLM Brand Visibility Audit: How to Measure Whether AI Actually Knows Your Brand