Glossary
Brand Facts
The verified statement set that keeps AI engines from improvising your company's basics.
Definition
Brand Facts are the verified, structured statements about a brand — founding date, headquarters, products, leadership — maintained as a canonical, reviewed set so AI engines have an authoritative source to cite. When an engine answers "who is <brand> and what do they do?", Brand Facts are what you want it quoting.
The failure mode they prevent is quiet: an engine confidently states a wrong founding year or a discontinued product line, sourced from a page nobody remembers publishing. Nobody complains, because nobody sees the answer except your buyer.
What belongs in a Brand Facts set
- Identity — legal and trading names, disambiguation from similarly named entities
- Provenance — founding date, headquarters, ownership
- Offering — current products and services, in the language buyers use
- People — leadership names and roles engines are likely to be asked about
- Verification state — when each fact was last reviewed, and by whom
The last item is the difference between a fact set and a marketing page: a fact that cannot say when it was last verified is just a claim.
Frequently asked questions
- What are Brand Facts?
- Brand Facts are the verified, structured statements about a brand — founding date, headquarters, products, leadership, and similar basics — maintained as a canonical set so AI engines have one authoritative source to cite instead of improvising from scattered, possibly stale pages.
- Why do AI engines get brand basics wrong?
- Engines synthesize from whatever the training corpus and live retrieval surface: old press releases, outdated directory listings, third-party profiles nobody maintains. Without a verified canonical source, the engine averages over the contradictions — and states the result with full confidence.
- How do Brand Facts stay current?
- Through a verification queue: each fact is reviewed and re-confirmed rather than written once and forgotten. A fact set that silently goes stale is worse than none, because it lends authority to outdated claims.
- How do Brand Facts relate to schema.org markup?
- Brand Facts are the content; schema.org Organization markup is one delivery format. The same verified statements should back the site's JSON-LD, the about page, and external profiles — so every surface an engine reads agrees.
Keep your facts verified
ApexGEO maintains Brand Facts with a verification queue and audits how clearly your site states them — see what ApexGEO measures.
7-day free trial, no card required — on the self-serve plans.