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CITATION SHARE OF VOICE

AI VISIBILITY SCORE

Measure your brand's AI Share of Voice (SOV). Simulate category searches against three distinct LLM engines (ChatGPT, Claude, and Gemini) and see how often AI citation models suggest your brand compared to competitors.

AI Visibility Score bar chart showing Competitor A at 86 percent, Competitor B at 61 percent, and your brand at 12 percent AI citation share of voice across ChatGPT, Claude and Gemini

Configure Visibility Search

Share of Voice Audit

1. Target Brands

2. Simulated Queries (Up to 3)

Simulates 9 parallel queries (approx. 20s)

Enter your brand and queries to simulate
AI search share of voice previews.

FREQUENTLY ASKED

What is an AI visibility score?

An AI visibility score is a metric that evaluates how frequently and prominently your brand is mentioned when generative AI models (like ChatGPT, Claude, and Gemini) respond to user category queries. The score is computed as a percentage of queries where your brand is successfully cited as a solution.

Why is my brand not appearing in ChatGPT results?

Generative AI models do not rank sites based on traditional SEO backlinks. Instead, they use entity association and information density. If your brand is missing structured schemas, has weak heading hierarchies, or lacks citation authority in industry reviews, AI models will overlook your brand during retrieval chunking.

How do I improve my brand's AI citation rate?

You can improve your brand's AI citation rate by optimizing your website for Generative Engine Optimization (GEO). This includes adding rich JSON-LD schemas, clarifying semantic entities, improving LLM readability indices, and getting mentioned in trusted third-party datasets and lists.

What does it mean when an AI model ignores my brand?

When an AI model ignores your brand, it represents a 'Retrieval Gap.' The crawler or training data has failed to map your brand to the user's search query entity. This leads to competitor displacement, where the AI recommends your competitors instead of you.

How is AI visibility different from Google rankings?

Traditional Google SEO focuses on getting onto Page 1 for keyword queries. AI Visibility focuses on being cited in the natural language answers generated by LLM models. AI search does not offer a list of links; it recommends 1-3 authority brands directly in the text answer.