AI Share of Voice

AI Share of Voice (SOV) measures the percentage of AI-generated responses within a specific category, topic, or query set where a particular brand is mentioned, compared to the total mentions of all competitors. It's a competitive metric that shows relative AI visibility within a market.

AI Share of Voice is calculated by tracking brand mentions across relevant AI queries, counting competitor mentions for the same queries, and expressing each brand's mentions as a percentage of total mentions. For example, if Brand A is mentioned in 30 out of 100 relevant AI responses while Brand B is mentioned in 20, Brand A has 30% SOV and Brand B has 20% SOV.

This metric is crucial for competitive positioning in AI-driven markets. As more users rely on AI assistants for recommendations and information, Share of Voice in AI responses directly impacts brand discovery and consideration. Higher SOV typically correlates with increased market awareness and preference.

AI Share of Voice should be tracked over time to identify trends, measure the impact of GEO efforts, and respond to competitive movements. It's particularly valuable for categories where AI recommendations influence purchase decisions.