Classic SEO optimized for a ranked list of ten blue links. But a growing share of buyer questions never reach that list — they're answered directly by ChatGPT, Perplexity, and Gemini. In that world, the thing worth measuring is whether the answer cites you.
What AI Share of Voice measures
AI Share of Voice is the proportion of AI answers, across the prompts you care about, that cite your brand versus your competitors. It's the answer-engine analogue of ranking share — but instead of positions, it counts citations.
Why it matters now
- Answer engines increasingly satisfy intent without a click.
- Citations can create discovery inside the measured AI-answer sample.
- Tracking citations separately from rankings shows where visibility differs by channel.
How to grow it
Start by tracking the prompts your buyers actually ask, measure who gets cited, and publish concise answer-first passages designed for clarity and citation readiness. Then record each page change and check what citation movement is observed afterward. Repeat the approaches most associated with improvement.
Sources and review basis
Reviewed against the linked primary documentation and, where relevant, the current SearchVoro implementation. Sources support context and methodology; they do not turn an observed association into a causal claim.
About this byline
“SearchVoro Team” identifies collaborative product and engineering material, not an invented individual author. Named contributor and reviewer profiles will be added only with the person's approval.