Since 2012 Google keeps a graph of things, not strings: people, companies, places, works — each with attributes (founder, location, industry) and edges between them. The Knowledge Panel on a branded search is its visible face; invisible is the part that matters more, because the graph is how the engine disambiguates 'DField the Hungarian studio' from any other string that sounds alike, and how it verifies that claims about you are consistent across sources.
Getting in is not a form you fill: the graph ingests structured data (sameAs links, Organization schema), Wikidata, Wikipedia, official registries, and corroborating mentions. The controllable part is consistency — the same name, address, founder and facts everywhere, linked together with schema — which is exactly the same discipline local SEO asks for anyway.
Related terms
Structured data
Machine-readable markup — usually JSON-LD written in the schema.org vocabulary — that tells search and answer engines what the entities on a page are.
SEO
Search engine optimization — making pages findable, indexable and worth ranking: technical health plus content people actually want.
Answer engine optimization (AEO)
Structuring content so that answer engines — chat assistants and AI overviews — can find it, quote it and attribute it correctly.
Local SEO
Being found when people near you search — the map pack, 'near me' queries, and the Google Business Profile that drives most of it.
The bench this belongs to
Web performanceA rebuild that loads on a phone on mobile data, in the country your customers are actually in. Core Web Vitals are the measurement, revenue is the point.
