AI Visibility
Also known as: LLM visibility
AI visibility is how often and how prominently your brand appears in the answers AI assistants give to relevant questions. It is the AI-era version of search visibility: instead of measuring rankings on a results page, it measures your presence inside ChatGPT, Gemini, Perplexity, Claude, and Grok answers.
AI visibility is the measure of whether your brand shows up when buyers ask AI assistants for recommendations, comparisons, and advice. It is the single number that answers the question every marketing team now has: “when someone asks ChatGPT about our category, do we get mentioned?”
Why it is now a core metric
A growing share of buyer research happens inside AI assistants that return one synthesized answer naming a few brands. That answer shapes the shortlist before a human ever visits a website. If you are not in it, you have lost the buyer at the discovery stage, even if your classic SEO is excellent. AI visibility makes that blind spot measurable.
What it is built from
AI visibility is not one signal but a rollup of several:
- Presence: how often you are mentioned across a set of buyer prompts.
- Prominence: whether you are named first, in the main recommendation, or as an afterthought.
- Citation: whether the engine links your site as a source.
- Share of voice: your presence relative to competitors.
- Sentiment: whether you are described favorably.
Because each engine chooses sources differently, visibility is tracked per engine, not as a single global rank. To turn a score into action, start with why AI visibility matters and then run a structured audit.
Frequently asked questions
How do you measure AI visibility?
You track a set of buyer questions across each AI engine and record how often your brand is mentioned, in what position, whether it is cited as a source, and how you compare to competitors. Aggregated over time, that becomes an AI visibility score and share of voice.
Why does AI visibility matter?
Buyers increasingly start with an AI assistant instead of a search engine. If the assistant does not mention you, you are invisible at the exact moment a buyer is forming their shortlist, no matter how well you rank on Google.
Is AI visibility the same as SEO ranking?
No. You can rank well on Google and still be absent from AI answers, because the engines choose sources and phrasing differently. AI visibility is measured inside the answer, not on the results page.
See where you stand in AI answers
Rankry tracks how ChatGPT, Gemini, Perplexity, Claude and Grok mention and recommend your brand, then tells you what to fix.
Try Rankry