What is LLM visibility and why does it matter?

LLM visibility refers to how often and how favorably your brand appears in AI-generated responses from platforms like ChatGPT, Perplexity, and Claude. As more consumers use AI for product research and recommendations, brands with high LLM visibility capture more market share in the zero-click search era.

How does Vautomate track AI recommendations?

Vautomate continuously monitors how major AI platforms (ChatGPT, Claude, Perplexity, and others) respond to queries relevant to your brand and category. We track mentions, sentiment, and recommendation frequency to provide actionable intelligence.

What is Answer Engine Optimization (AEO)?

Answer Engine Optimization is the practice of optimizing your digital presence to appear prominently in AI-generated answers. Unlike traditional SEO which targets search engine results pages, AEO focuses on being the recommended answer when users ask AI assistants questions.

Can AI make incorrect statements about my brand?

Yes, AI hallucinations are a real concern. LLMs can sometimes generate inaccurate information about brands, products, or services. Vautomate helps you monitor for these instances and provides strategies to correct the narrative.

How is AI Share of Voice calculated?

AI Share of Voice measures the percentage of AI recommendations your brand receives compared to competitors for relevant queries in your category. A higher share indicates stronger positioning in AI search results.

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Definition

AI Share of Voice

The percentage of AI recommendations a brand receives compared to competitors.

AI Share of Voice (AI SOV) is a metric that measures the percentage of AI-generated recommendations or mentions a brand receives compared to its competitors within a specific category or for specific queries.

This metric helps brands understand their competitive position in the emerging AI search landscape and identify opportunities for improvement.

Related Terms

LLM Visibility

The frequency and quality of a brand's appearance in LLM-generated responses.

How Vautomate Helps With AI Share of Voice

Vautomate measures and tracks AI Share of Voice automatically across ChatGPT, Claude, and Perplexity. Get detailed analytics and benchmarks against your competitors.

Learn more about Vautomate