Insights
Introducing the FAIND Insights Hub
We are publishing our AI-visibility research, customer outcomes and GEO field notes in one place — structured to become verifiable operator knowledge that AI engines can retrieve and cite.
What actually makes AI engines cite a source
Across the answers we monitor, cited sources share a pattern: a direct answer up top, specific and verifiable claims, and clean machine-readable structure. Vague, unsourced pages rarely get picked.
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.