Google Knowledge Panel

A Knowledge Panel is the visual surface of an entry in Google's Knowledge Graph — a database of entities (companies, brands, people, places, products) and the relationships between them. It's different from a featured snippet, which quotes a passage from one specific page: a panel is assembled from multiple corroborating sources about the entity itself, and it only appears once Google's systems have confirmed the query is referring to a distinct, recognized entity rather than a generic topic.

For a manufacturer or distributor, a panel typically shows the brand name, logo, a short description, and links to official profiles — the same real estate competitors occupy when a buyer searches the company name directly.

Google has said panels are constructed from the Knowledge Graph, which aggregates signals from several kinds of sources: Wikidata and Wikipedia entries, a Google Business Profile (for entities with a physical or local presence), and structured data published on the entity's own website — most relevantly Schema.org Organization markup and sameAs links pointing to the entity's other authoritative profiles (its Wikipedia page, its official social accounts, its Wikidata item).

Structured data gives Google an explicit, machine-readable signal about who an entity is and what it's called, but it isn't a direct trigger: publishing correct markup makes a panel more likely to form accurately, it doesn't guarantee one appears at all.

If a panel exists and is unclaimed, searching the entity's name surfaces a "Claim this knowledge panel" option beneath it. Claiming requires verifying as a representative of the entity, typically through an existing linked account such as Google Search Console, YouTube, X, or Facebook.

Once verified, a representative can suggest factual corrections and a featured image directly, and Google prioritizes those edits over feedback from unverified users. Anyone — verified or not — can also flag an individual fact in the panel, describe the correction, and provide links to public pages that support it; Google says it checks suggested changes against publicly available information before accepting them, and notifies the submitter by email once a decision is made. A panel that shows someone else is already managing it routes further changes through the feedback option instead of a fresh claim.

A Knowledge Panel is a separate thing from a Google Business Profile, which occupies similar search real estate for local businesses and is built entirely from information the business supplies directly, rather than corroborated across the Knowledge Graph.

A Knowledge Panel is one of the clearer public signals that Google — and, by extension, AI systems that draw on the same entity graph and corroborating sources for grounding — has resolved "this company" as a distinct, verifiable thing rather than an ambiguous string of text. For a manufacturer or distributor competing on brand-navigational searches, a missing, outdated, or wrong panel means the company is effectively invisible, or misrepresented, on the exact query a buyer uses when they already know who they're looking for.

The levers that feed panel accuracy are the same ones that feed broader AI-search visibility: consistent sameAs links, a well-maintained Wikidata item, and accurate Organization schema on the company's own site.