What is Polar Vantage's AI visibility score?

Polar Vantage has an AI visibility score of 29/100, which is rated as "Fair". This score measures how frequently AI models like ChatGPT, Gemini, and others recommend Polar Vantage across various prompts and niches.

How is Polar Vantage's visibility score calculated?

The visibility score is a composite of three sub-scores: Strength (59/100), Reach (18/100), and Authority (0/100). These are derived from running curated prompts across multiple AI models and measuring how often and how prominently Polar Vantage appears in responses.

Which niches does Polar Vantage rank in?

Polar Vantage's niche rankings are currently being calculated.

How often are these rankings updated?

Rankings are refreshed monthly, on the 1st of each month at 4 AM UTC. Each update re-runs all prompts across multiple AI models.

Snapshot as of Mar 24, 2026

Polar Vantage

Last 4 weeks

4.5%

+2.5

AI Visibility Score

Composite score across strength, reach & authority

Fair

Strength

How well you compete against other brands in AI responses

Reach

How broadly AI mentions your brand across different topics

Authority

How often AI cites your brand as a trusted source

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Polar Vantage

AI Visibility Score

Track your brand's AI visibility

Citation sources

Frequently asked questions

Polar Vantage

AI Visibility Score

Track your brand's AI visibility

How these rankings are calculated

Frequently asked questions

What is Polar Vantage's AI visibility score?

How is Polar Vantage's visibility score calculated?

Which niches does Polar Vantage rank in?

How often are these rankings updated?