Last updated 2026-06-30
GuidesAI visibility guides
Plain-English explainers on how AI assistants recommend brands, how that visibility is measured, and how it differs from traditional search. Start here to understand the concepts behind every CiteMatrix.ai report.
What is AI Visibility?
How AI assistants decide which brands to recommend — and how visibility is measured.
What is AI Share of Voice?
The zero-sum metric for how much of a category's AI attention your brand captures.
AI Visibility vs Traditional SEO
Why ranking in AI answers is a different game from ranking on Google's blue links.
What is GEO?
Generative engine optimization — the practice of getting recommended inside AI answers.
Methodology
Exactly how CiteMatrix.ai computes AI Visibility and AI Share of Voice from real model responses.
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Run a free AI-visibility auditFAQ
- What is AI visibility?
- AI visibility is how often, and how prominently, AI assistants like ChatGPT, Claude, Gemini and Perplexity name and recommend your brand when buyers ask for a solution. The guides here explain how it works and how it's measured.
- Where should I start?
- Start with What is AI Visibility?, then read What is AI Share of Voice? to understand the competitive view, and AI Visibility vs Traditional SEO to see how it differs from classic search.
- How does CiteMatrix.ai measure all this?
- Every CiteMatrix.ai number is computed from real responses collected across the major AI models — never estimated. The methodology page documents the exact weights and formulas.