Last updated 2026-06-30
ConceptAI Recommendation Share
AI Recommendation Share is the percentage of all weighted AI recommendations a brand captures across the major assistants — the AI-era equivalent of market share. It is CiteMatrix.ai's flagship framing of share of voice.
Why think in recommendation share
Marketers already think in market share. AI Recommendation Share applies the same lens to AI answers: instead of "what fraction of purchases do we win?", it asks "what fraction of AI recommendations name us?" It makes AI visibility legible to executives and boards.
How it's computed
Each mention across ChatGPT, Claude, Gemini and Perplexity is weighted by prominence, then your share is your weighted mentions divided by the category total. CiteMatrix.ai's flagship index ranks B2B SaaS companies by exactly this metric — from real responses, never estimated.
Run a free CiteMatrix.ai AI-visibility audit across ChatGPT, Claude, Gemini and Perplexity.
Run a free AI-visibility auditFAQ
- What is AI Recommendation Share?
- AI Recommendation Share is the percentage of all weighted AI recommendations in a category that name your brand — the AI equivalent of market share, computed from real model responses.
- Is it the same as AI Share of Voice?
- It's the same underlying measurement, reframed as market share so it's easy to compare across competitors and report to leadership.