The Knowledge Hub: AI Visibility, AEO and GEO
Everything you need to know about AI Visibility, AEO and GEO.
AI Visibility: The Complete Guide to Getting Your Brand Seen by AI
AI visibility is how often your brand appears and gets cited in answers from ChatGPT, Claude, Gemini, Grok, Perplexity, Copilot, and Google's AI Overviews and AI Mode. Learn how it works.
Read the full guideSupporting articles12
- How Do AI Search Engines Decide Which Brands to Mention?
- How Does Brand Sentiment Work in AI Answers?
- How Is AI Visibility Different from Traditional SEO Rankings?
- How Long Does It Take to Improve AI Visibility?
- What Are Competitor Mentions and How Do You Track Them?
- What Is AI Visibility and Why Does It Matter in 2026?
- What Is an AI Visibility Score and How Is It Calculated?
- What Is Average Rank in AI Answers and How Do You Improve It?
- What Is Share of Model and How Does It Differ from Share of Voice?
- What Is Share of Voice in AI Search?
- What Is the Difference Between an AI Mention and an AI Citation?
- Why Is My Brand Invisible in ChatGPT, and How Do I Fix It?
Answer Engine Optimization (AEO): The Complete Guide
Answer Engine Optimization (AEO) is the practice of structuring content so answer engines can extract and cite it. Learn the tactics, the evidence, and how to measure it.
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- AEO for Ecommerce: How to Get Products Into AI Answers
- AEO vs GEO: Are They the Same Thing?
- AEO vs SEO: What Is the Difference?
- How Do FAQ Sections Improve AEO?
- How Do You Optimize for Featured Snippets and AI Answers?
- How Do You Structure a Page to Get Cited by AI?
- What Is an AEO Audit and How Do You Run One?
- What Is an Answer Engine?
- What Is Answer Engine Optimization (AEO)?
- What Is Answer-First Content and How Do You Write It?
- What Role Does Schema Markup Play in AEO?
- Which Content Formats Get Cited Most by Answer Engines?
Generative Engine Optimization (GEO): The Complete Guide
Generative Engine Optimization (GEO) is the practice of getting your brand surfaced and cited by AI engines. Learn the tactics, the evidence, and how to measure it.
Read the full guideSupporting articles12
- Common GEO Mistakes That Waste Budget
- GEO for B2B SaaS: A Practical Playbook
- How Do Statistics, Quotations, and Citations Boost AI Visibility?
- How Does Content Freshness Affect AI Citations?
- How Does Digital PR Support GEO?
- How to Build Topical Authority for AI Search
- What Does the Princeton GEO Research Actually Say?
- What Is Content Chunking and Why Does It Matter for GEO?
- What Is Generative Engine Optimization (GEO)?
- What Is Information Gain and Why Does Original Research Get Cited?
- What Is the Role of Reddit, YouTube, and UGC in GEO?
- Which GEO Tactics Actually Increase AI Citations?
LLM Optimization: How to Make Your Website AI-Ready
LLM optimization makes your website accessible and understandable to AI crawlers and models. Learn crawler access, rendering, machine-readable structure, and entities.
Read the full guideSupporting articles12
- How Do AI Crawlers Work?
- How Do You Make Content Machine-Readable for LLMs?
- How Does Structured Data Help AI Understand Your Site?
- How Does Wikipedia and Wikidata Presence Affect AI Visibility?
- How to Fix JavaScript Rendering Issues That Block AI Crawlers
- Should You Allow or Block AI Crawlers in robots.txt?
- What Are Entities and Entity SEO for AI Search?
- What Is Grounding in AI Search?
- What Is LLM Optimization (LLMO)?
- What Is llms.txt and Does It Actually Work?
- What Is RAG and Why Should Marketers Care?
- What Is Semantic Chunking and How Do You Implement It?
How to Measure AI Visibility: Metrics, Methods, and Reporting
Measuring AI visibility means tracking a representative prompt set across AI platforms and reading the trend. Learn the metrics, the method, and how to report results.
Read the full guideSupporting articles12
- How Do You Benchmark Against Competitors in AI Search?
- How Do You Build a Prompt Set Worth Tracking?
- How Do You Measure Sentiment in AI Answers?
- How Do You Measure Share of Voice Across Multiple LLMs?
- How Do You Prove the ROI of AI Visibility?
- How Do You Report AI Visibility to Stakeholders?
- How Do You Track AI Referral Traffic in GA4?
- How Many Prompts Should You Track?
- What Is a Citation Source Analysis and How Do You Do One?
- What Is the Dark Queries Problem?
- Which Metrics Matter in AI Search?
- Why Do AI Visibility Tools Disagree With Each Other?
How Each AI Platform: Surfaces and Cites Brands
ChatGPT, Claude, Gemini, Grok, Perplexity, Copilot, and Google's AI Overviews and AI Mode each surface brands differently. Here is how each platform chooses and cites sources, and what it means for visibility.
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- How Do AI Platforms Handle Non-English and Local Queries?
- How Do Google AI Overviews Choose Citations?
- How Do the Major AI Platforms Compare on Citations?
- How Does AI Shopping Work?
- How Does ChatGPT Choose Its Sources?
- How Does Claude Handle Web Sources and Citations?
- How Does Google AI Mode Differ From AI Overviews?
- How Does Google Gemini Surface and Cite Brands?
- How Does Grok Surface and Cite Brands?
- How Does Microsoft Copilot Choose Its Sources?
- How Does Perplexity Choose and Display Sources?
- Which Sources Does Each AI Platform Trust Most?
AI Visibility How-To Guides: A Practical Playbook
Step-by-step guides to doing AI visibility work: checking your brand, auditing, writing content that gets cited, fixing the technical basics, and tracking competitors.
Read the full guideSupporting articles12
- How to Add FAQ Schema to a Page
- How to Build a Tracked Prompt Set
- How to Check if Your Brand Appears in ChatGPT
- How to Create Original Research That Earns Citations
- How to Do an AI Citation Gap Analysis
- How to Monitor Competitor AI Visibility
- How to Optimize a Comparison Page for AI
- How to Refresh Old Content for AI Visibility
- How to Run an AI Visibility Audit
- How to Set Up AI Crawler Tracking in Your Server Logs
- How to Write a Page That Gets Cited by AI
- How to Write an Answer-First Intro
AI Visibility and AEO/GEO: Comparisons
Side-by-side comparisons that clear up the confusable terms, metrics, platforms, tools, and files in AI visibility, from AEO vs GEO vs SEO to first-party vs API-based data.
Read the full guideSupporting articles8
- AEO vs GEO vs SEO: What Is the Difference?
- AI Mentions vs Citations vs Referrals: What Is the Difference?
- AI Visibility Tools Compared: How to Choose
- ChatGPT vs Google AI Overviews: How Do They Differ?
- First-Party Tracking vs API-Based AI Visibility Data
- llms.txt vs robots.txt vs sitemap.xml: What Is the Difference?
- Monitoring Tools vs Optimization Tools vs Agencies
- Share of Voice vs Share of Model vs Visibility Score
AI Visibility Glossary
Look up key terms in AI visibility, AEO, and GEO — from AI Overviews and citations to Share of Model and grounding.
Browse the glossary