AI Visibility

AI visibility is how often, how prominently, and how positively AI engines like ChatGPT, Claude, Gemini, Perplexity, and Grok mention, cite, and recommend your brand when people ask them buyer-intent questions. It is the AI-era equivalent of search visibility, measured inside the answer itself rather than on a results page.

Why it matters

Buyers increasingly ask an AI assistant for recommendations before they ever reach a search engine or your website. If the AI does not surface your brand, you are invisible at the exact moment a purchase decision is forming, and you never see the lost demand in your analytics. AI visibility is becoming a distinct growth channel that traditional SEO metrics do not capture.

How to measure it

You measure AI visibility by running a representative set of buyer-intent prompts through each AI engine on a schedule and parsing the answers. For every answer you record whether your brand appears, where it sits, how it is described, and which competitors show up instead. Because engines disagree, the only honest measurement keeps each model separate and trends it over time.

Mention rate
How often you appear across tracked prompts.
Average position
Where you land when you do appear.
Recommendation rate
How often you are actively recommended, not just listed.
Share of voice
Your slice of brand mentions versus competitors.

Example prompts

Best [category] tool for startups
Alternatives to [competitor]
[Your brand] vs [competitor]
Which [category] software should I use?

How Rankry helps

Rankry is an AI visibility analytics platform built for exactly this measurement, across every major engine in one place.

  • Tracks mentions, position, sentiment, citations, and competitors across ChatGPT, Claude, Gemini, Perplexity, and Grok
  • Keeps every model separate so you see where you actually lose
  • Turns the data into a prioritized action plan, not just a score
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Related

FAQ

AI visibility questions

How is AI visibility different from SEO?
SEO measures where your page ranks on a results list. AI visibility measures whether an AI answer names and recommends your brand at all. You can rank well in Google and still be absent from ChatGPT, which is why the two need separate tracking.
Can you actually measure AI visibility?
Yes. By running consistent buyer-intent prompts through each engine on a schedule and parsing the answers, you get repeatable metrics: mention rate, position, sentiment, and share of voice, trended over time and broken down per model.
How do I improve my AI visibility?
Be crawlable, clearly positioned, and corroborated across credible sources, then close the specific prompt and source gaps your tracking surfaces. There are no keyword tricks; improvement comes from giving engines more to find and verify.