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Measurement · Citation & Visibility Measurement
Definition
AI share of voice is a brand’s proportional presence in AI-generated responses within a given topic area or competitive set — measured as the percentage of relevant AI responses that mention or cite the brand, relative to the total mentions across all competitors.
Why It Matters for AI Search
AI share of voice translates AI citation data into competitive context. A brand with a 35% AI share of voice in its category is present in more than one-third of relevant AI responses — a meaningful competitive position. Tracking AI share of voice over time reveals whether optimization efforts are growing or losing ground relative to competitors, and identifies specific query areas where competitive displacement is occurring.
Competitive displacement (AI)
Relevant Plate Lunch Collective Services
AI Search Visibility Assessment Context Map
