AI Share of Voice

If five competitors are mentioned across 100 prompts and your brand appears in 23 of those mentions, your AI Share of Voice is 23%. This is one of the most actionable AEO metrics because it is directly comparative: gaining share comes at the expense of a specific competitor, which lets you build targeted content plans.

VibecodeAEO computes share of voice per engine, per category, and per prompt cluster — so you can see, for example, that Perplexity favors your competitor on “best B2B CRM” while Gemini favors you, and prioritize accordingly.

Related terms

• Answer Engine Optimization (AEO) — The practice of optimizing content, schema, and brand signals so that AI answer engines like ChatGPT, Perplexity, and Gemini cite your brand accurately when answering user queries.
• Citation — A reference to your brand or website inside an AI-generated answer. Cited brands receive both visibility and (often) a direct link, similar to a SERP position 1 result.
• AI Visibility Score — A 0-100 metric measuring how often and how favorably your brand is mentioned across major AI answer engines for a tracked set of buyer-intent prompts.