Brand mention
又称: mentioned, AI brand mention
一句话解释
A brand mention is when the prose of an AI answer names your brand. It is tracked separately from a citation, which only means the answer's source list included your domain. A mention puts your name in front of the reader; a citation may not.
Mention versus citation
The distinction is the foundation of AI visibility measurement:
| What it means | What the reader sees | |
|---|---|---|
| Mentioned | The answer's text names your brand | Your name, in the recommendation |
| Cited | The answer's sources include your domain | A link, usually below the fold |
Both are worth having and they move for different reasons. Mentions follow from being named on the sources an engine reads — third-party lists, comparisons, community threads. Citations follow from having a page that answers the question well enough to quote.
Detecting mentions reliably
Mention detection should be deterministic, not delegated to a model asking "did this answer mention the brand?" — that introduces judgment where an exact match will do. Practically that means matching the brand name plus its aliases and common misspellings against the answer text, and tracking competitors the same way so that share of voice is comparable.
Why position matters too
A brand named first in an answer is not equivalent to one named last in a hedged list. Recording the order in which brands appear turns a binary mention into a ranking, which is what makes AI share of voice meaningful across runs.
相关术语
- Ghost citation
A ghost citation is an AI answer that cites your page as a source without ever naming your brand in the prose. The engine used your content and attributed it in a link list, but the reader sees a recommendation for somebody else. Around six in ten AI citations are ghost citations.
- AI visibility
AI visibility is how often AI answer engines name and cite your brand in response to the questions your customers ask. It is measured as two separate rates per engine — how often the prose names you, and how often the citations include your domain — tracked across repeated runs rather than single answers.
- Brand monitoring
Brand monitoring is the systematic tracking of where and how a brand is mentioned across the web — press, social platforms, forums, reviews and increasingly AI answers. Its purpose is to turn scattered mentions into something countable, so changes in perception and visibility are noticed rather than guessed at.
- AI share of voice
AI share of voice is the portion of all brand mentions across AI answers to your tracked questions that belong to you. If ten answers name brands twenty times and four of those are you, your share is twenty percent. It is read alongside average position, per engine, across runs.
相关指南
- Generative Engine Optimization (GEO): the complete guide
GEO is the practice of getting your brand named and cited inside AI answers. What it is, how it differs from SEO, and the levers that measurably work.
- Parasite SEO: what Google killed, and what third-party platforms are actually good for now
The viral list of sites to 'hijack authority' from mixes up two very different tactics. One got penalized, one never worked the way people think — and a third is genuinely the strongest lever in AI visibility.