A knowledge graph organizes information about entities and their relationships. A knowledge panel is a visible search feature that may present some of that information. The two are related, but seeing or losing a panel does not reveal the complete contents of a search engine's underlying systems or establish control over them.
01
Distinguish the model from the display
A simple graph might connect a person to an organization through a verified employment relationship. A search panel may show selected facts about that person in response to a query. Google describes its Knowledge Graph as drawing from multiple sources and explains that panels are generated automatically. A business's local Business Profile is managed through a separate process.
02
Investigate the exact factual problem
If a panel confuses two people with the same name, record the search, location, date, displayed details, and panel link. Find reliable evidence identifying the correct person. Do not assume editing one third-party database will automatically repair Google's display. The selected information and its source may be less obvious than they first appear.
- Separate incorrect facts from descriptions you merely prefer to change.
- Keep official profiles and your website accurate and consistent.
- Submit concise evidence through the relevant feedback or claimed-panel route.
03
Understand what a correction can accomplish
Authorized representatives may be able to claim an eligible panel and suggest edits, but this is not ownership or guaranteed acceptance. Panels may appear differently or stop appearing as automated systems assess queries. A sensible project therefore focuses on accurate public information and documented correction requests rather than selling a panel as a permanent asset.
Frequently asked questions
Does structured data create a knowledge panel?
No. Appropriate structured data can describe visible website information, but it does not guarantee a panel or any particular search presentation.
Is a Wikipedia page required for every panel?
Do not treat it as a universal requirement. Google's graph uses multiple information sources, and Wikipedia has its own independent eligibility and editorial rules.
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