Share of AI Conversation

Share of AI Conversation measures a brand's portion of AI-generated answers compared to competitors — the Share of Voice (SOV) equivalent for AI Search. It's calculated by testing industry queries and measuring what percentage of AI responses feature your brand versus competitor brands.

A high Share of AI Conversation means AI treats your brand as the default information source on a topic, representing the ultimate form of AI Search dominance. It develops through three key pillars of Topical Authority: extensive topic coverage (Vastness), detailed content with related terms and subcategories (Depth), and consistent publishing frequency (Momentum). This authority builds when diverse external sources cite your content and AI systems consistently recognize your brand entity.

For example, if your brand appears in 18 of 30 AI responses while your top competitor appears in 8, you have a 60% share versus their 27%. To implement this measurement, test 30 key industry questions quarterly across major AI platforms like ChatGPT, Claude, and Perplexity and compare results against three main competitors.