Four structural signals that help AI retrieve your brand
Retrieval favours pages that are unambiguous about who you are, what you do, who you serve and why you are credible. Here are the four signals we optimise first.
Start with retrieval, not ranking
Generative engines assemble an answer from fragments they can retrieve and trust. Before you chase citations, make your brand retrievable and unambiguous.
The four signals
1. Identity
State plainly what the company is, in words a machine can lift: category, offering, and the problem it solves.
2. Coverage
Answer the real buyer-style questions in your space — not just the ones your marketing likes.
3. Specificity
Ground every claim in something checkable. Specific beats superlative, every time.
4. Credibility
Sources, named authors, dates. The signals a human reviewer would want are the same ones a model rewards.
Putting it together
These four are why FAIND builds a maintained Knowledge Graph rather than a one-off page: retrievability decays as your facts and your market change. Structure is not a launch task — it is an upkeep task.