Share of Answers
Share of Answers is the percentage of AI answers in your category where your brand shows up at all the most basic measure of whether you exist in AI search.
How it is calculated
Share of Answers is measured over a stable prompt set, per engine, and tracked over time. Each answer is a simple yes/no: did the brand appear or not. Aggregated across the prompt set, that becomes a percentage you can trend week over week and compare across ChatGPT, Gemini, Perplexity and the rest.
Because it runs on the same prompts repeatedly, it turns volatile one-off answers into a stable metric instead of a screenshot that changes on every refresh.
Share of Answers vs. Share of Mentions
Share of Answers measures breadth in how many answers you appear. Share of Mentions measures depth and competitiveness how much of the brand mentions in those answers belong to you versus competitors.
A brand can have decent presence (it appears in many answers) but a low share of mentions (competitors are named more often within them). You need both to understand your real standing.
How Prominence AI tracks it
Prominence AI runs your category prompts continuously across every major AI engine and reports Share of Answers as a core metric inside Metrics & Benchmarking, alongside position, citations and sentiment, so you can see exactly where you stand and where to act.
Share of Mentions
How often your brand is mentioned across AI answers relative to your competitors.
Average Position
Average Position measures where your brand tends to land inside an AI answer: named first and led with, or mentioned last and buried.
Share of Voice (AI)
Share of Voice (AI) measures your brand's overall presence versus competitors across AI-generated answers.
LLM Visibility Index
An LLM Visibility Index is a single composite score that summarizes how visible your brand is across AI search engines.
Competitive Benchmarking
Competitive Benchmarking is the practice of measuring your AI search metrics against a pool of competitors rather than in isolation.
AI Visibility
How present and prominent your brand is across AI assistants and AI search engines.

Written by
Andreas Niessen
Co-Founder, Prominence AI
Andreas Niessen is Co-Founder of Prominence AI, the brand rank tracker for AI search engines. He works daily with how ChatGPT, Gemini, Perplexity and Copilot describe brands, and writes about Generative Engine Optimization (GEO), AI Search and brand visibility in the AI era.
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