AI Visibility Score
Also known as: Visibility Score, AI Presence Score
An AI visibility score is a composite metric that rolls presence, prominence, citation, and sentiment across multiple AI engines into a single number. It is a rollup meant to show your overall standing in AI answers at a glance, not a ranking position, so it is most useful as a trend line rather than an absolute grade.
An AI visibility score is a single composite number that summarizes how your brand shows up across AI answers. It rolls together several distinct signals, typically presence, prominence, citation, and sentiment, measured across engines like ChatGPT, Gemini, Perplexity, Claude, and Grok. The point is to give you a fast read on overall standing without staring at a dozen separate charts.
What goes into it
A score is only as honest as its inputs. The common ingredients are:
- Presence: how often you appear at all, close to your mention rate.
- Prominence: whether you are the first pick or a footnote.
- Citation: how often your pages are named as sources, your citation share.
- Sentiment: whether the mention is positive, neutral, or negative.
Each tool weights these differently, so a score from one platform will not match another.
How to read it honestly
Treat the score as a thermometer, not a verdict. It answers “are we trending up or down” far better than “are we good.” A number that climbs while your share of voice holds steady usually means sentiment or prominence improved, so read the breakdown before you celebrate. For the wider context, see why AI visibility matters.
Frequently asked questions
What goes into an AI visibility score?
Most scores blend four things: how often you are mentioned, how prominently you are named, how often your site is cited as a source, and the sentiment of those mentions. The exact weighting varies by tool, which is why scores are not comparable across platforms.
Is a higher AI visibility score always better?
Directionally yes, but the number matters less than the trend and the breakdown. A rising score on buyer-intent prompts is meaningful. A high score driven by trivial queries is not. Always read the components underneath the headline number.
Can I compare my score to a competitor's?
Only inside the same tool on the same prompt set and engines. Two platforms weight the inputs differently, so their scores are not interchangeable. Comparison is valid when both brands are measured the same way.
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.
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