What Is Share of Voice in AI Search Results: Measuring Competitive AI Visibility and Brand Presence in LLM Outputs

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Understanding SOV Metrics AI: What Share of Voice Means in Large Language Model Search Results actually, Defining Share of Voice in AI-Driven Search Contexts As of February 2026, the notion of share of voice (SOV) has pivoted from