Brand Mention
A brand mention is any appearance of a business name in text the business did not write: a review, an article, a forum post, or the answer an AI assistant gives to a customer. No link is required; the name itself is the event, which is what separates a mention from a backlink.
Linked, unlinked, and unmatched
A linked mention carries a hyperlink to the business. An unlinked one is the bare name, and a machine can still connect it to the business if the name is written the same way everywhere it appears. That is where mentions are lost. Across 9,483 small-business sites this site audited in September 2026, 43.1% were inconsistent about their own name, address or phone number across their three main pages, and 36.9% published more than one phone number. A business that spells itself three ways on its own site is asking every third-party mention to match one of three weaker identities. The figures are in what 9,483 small business websites serve to an AI crawler.
The mention inside an answer
This is the unit AI visibility counts. When a question from the panel is put to the assistant, Claude with live web search, the answer is kept verbatim and read for the business’s name: whether it appears, whether it comes first, and who else is named. Every mention counts the same toward the score; being named first is reported beside it. Many of these mentions carry no link at all, so a monitoring tool built on links misses the whole class. How the count becomes a score is on the methodology page.
A common question
Does an assistant have to link to a business to mention it?
No. An assistant can name a business from a page it fetched or from what it learned in training without attaching a citation, and the sources it does show are the pages it retrieved, which may be a directory that lists the business rather than the business’s own site. The mention still shapes the shortlist the buyer acts on. Tools that count links will not see it.
Related terms
Sources
The identity figures are this site’s own, computed from its audit records; “inconsistent” means more than one distinct phone number across the fetched pages or no parseable postal address; sample drawn per metro and trade. Scoring: the methodology page.