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Flat Vistrix vector illustration of share of voice in AI answers: an AI answer panel holding several brand tokens with one highlighted as the dominant share of voice, beside a share ring.
Data Sep 14, 2026 · 10 min

What Is AI Share of Voice and How to Measure It

A precise definition of AI share of voice and how it is measured: the two calculation methods, why mentions and ghost citations are separate KPIs, per-engine and per-market measurement, and what actually moves the number — built on 2025–2026 studies from Semrush, Ahrefs and Muck Rack.
Abstract flat vector illustration representing AI search in numbers: a magnifying glass merged with an AI answer bubble alongside rising data bars and citation nodes on a dark background with yellow and coral accents.
Data Aug 3, 2026 · 14 min

AI Search in Numbers: The Benchmarks You Need to Know

A living benchmark of AI search statistics: engine adoption, AI Overviews frequency, CTR impact, and ChatGPT referral traffic — every number with a source and measurement date, reviewed quarterly.

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