How often and how favourably ChatGPT, Perplexity, Google AI Overviews, and Claude mention, cite, and recommend your brand — and how to measure it.
AI visibility is how often and how favourably your brand appears in answers generated by AI engines such as ChatGPT, Perplexity, Google AI Overviews, and Claude. Where search rankings measure the position of a page on a results page, AI visibility measures whether an AI system mentions, cites, and recommends you when someone asks a question in your category.
The distinction matters because the two can move in opposite directions. A page can rank third organically and never be cited by an AI engine, and a brand can be recommended constantly in AI answers while ranking nowhere. For a formal definition of the underlying concept, see our AI search visibility glossary entry.
This page covers how much — presence and position, measured over time. If your question is what AI actually says about you — whether the claims are accurate, how the framing reads, and who gets recommended instead — start with brand visibility in AI search.
AI visibility does not replace SEO — the two share infrastructure, and pages that AI engines cite are usually pages search engines already trust. What changes is the unit of measurement.
| Dimension | Traditional SEO | AI visibility |
|---|---|---|
| What is measured | Position of a URL on a results page | Whether a brand is named or cited inside a generated answer |
| Result surface | A ranked list of ten blue links | A single synthesised answer, sometimes with citations |
| Unit of competition | One page per keyword | The whole entity — your brand across every source the model trusts |
| Determinism | Stable; the same query returns near-identical results | Non-deterministic; identical prompts can return different brands |
| How it is tracked | Rank trackers and Search Console | Repeated prompt sampling across multiple engines over time |
Five metrics carry most of the signal. Together they form an AI visibility score.
Measuring AI visibility is a sampling problem rather than a lookup. There is no index to query, so you have to ask the engines the same questions repeatedly and record what comes back.
Collect the questions real buyers ask in your category, not the keywords you rank for. Cover the full funnel: category definitions, comparisons, "best X for Y" queries, and objection-shaped prompts.
ChatGPT, Perplexity, Google AI Overviews, Gemini, Claude, and Copilot each retrieve and rank sources differently. A brand that is strong in one can be invisible in another, so measuring one engine tells you very little.
Generative answers are non-deterministic — the same prompt can return different brands on consecutive runs. Single checks are noise. Repeated sampling on a fixed cadence is what turns that noise into a trend.
Prompts that name your company measure reputation. Prompts that describe a problem measure discovery. Blending them hides which one is actually moving.
When an engine cites a competitor, record which page it used. The cited source is the actionable artifact — it tells you what to publish or improve next.
Once a baseline exists, AI brand monitoring becomes a short recurring review. These six checks catch nearly everything that matters.
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AI Visibility reveals exactly how AI search engines perceive, cite, and recommend your brand. Track citations, analyze competitor positioning, identify content gaps, and gain actionable strategies to improve your AI search presence.
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Learn how to track and improve your brand's visibility in AI search engines
AI visibility is how often and how favourably your brand appears in answers generated by AI engines such as ChatGPT, Perplexity, Google AI Overviews, and Claude. Where search rankings measure the position of a page on a results page, AI visibility measures whether an AI system mentions, cites, and recommends you when someone asks a question in your category. The two can move independently: a page can rank third organically and never be cited by an AI engine, and a brand can be recommended constantly in AI answers while ranking nowhere.
See exactly how AI search engines describe your brand and get actionable insights to improve