The short answer
A knowledge graph is a database of entities, such as people, companies and places, and the relationships between them. Google's Knowledge Graph powers the knowledge panels you see beside some search results. Being recorded correctly helps search engines describe your business accurately. You cannot submit yourself directly, but you can make the facts about you clear and consistent.
- A knowledge graph stores things and the links between them, not just pages.
- Google's Knowledge Graph feeds knowledge panels and other quick facts in search.
- You cannot add yourself directly; Google draws on many sources it trusts.
- Consistent profiles, structured data and independent coverage make your facts clearer.
- If you have a knowledge panel, you can ask Google to verify you and suggest changes.
What is a knowledge graph in plain words?
Picture a huge map of dots and lines. Each dot is a thing, like a company or a city. Each line is a fact, like is based in or was founded by.
A search engine uses that map to answer questions directly. It can tell you who founded a company without sending you to a page. Google announced its Knowledge Graph in 2012.
Other knowledge graphs exist too. Wikidata is a large public one that anyone can read and edit, under strict rules.
Your business does not need to be famous to matter here. Even a local firm can be an entity with a name, address, category and website. The question is how confident search engines are about those facts.
How is a knowledge graph different from a knowledge panel?
People often use the two terms as if they were the same. They are related but different.
| Term | What it is |
|---|---|
| Knowledge graph | The underlying database of entities and facts. |
| Knowledge panel | The box in Google results that shows some of those facts. |
| Entity | One thing in the graph, such as your company. |
| Google Business Profile | Your listing for local search and Maps, which you manage directly. |
Why does the knowledge graph matter for a business?
When Google is confident about your entity, it can show your logo, profiles and key facts. That makes branded searches cleaner and more trustworthy.
AI systems also work with entities. Assistants that draw on search indexes benefit when your facts are clear and agree across sources. Clear facts leave less room for mix-ups with similar names.
The aim is not to game the graph but to make true facts about you easy to confirm.
How do you get your business into a knowledge graph?
There is no submission form. You build clear, consistent evidence and let search engines connect it.
- 1
Describe yourself consistently
Use the same name, category and one-line description on your site and profiles.
- 2
Add Organization schema
State your name, url, logo and official profiles in JSON-LD on your homepage.
- 3
Manage your Google Business Profile
For local businesses, keep hours, category and address accurate.
- 4
Earn independent coverage
Reputable directories, trade bodies and press confirm facts in their own words.
- 5
Claim your panel if you have one
Google offers a verification flow for official representatives to suggest changes.
How do you check what the knowledge graph says about you?
Search your exact brand name and look for a panel. Check the logo, description, website and profiles. Developers can also query Google's Knowledge Graph Search API for entity matches.
Then ask AI assistants what they know about your business. Wrong categories or outdated facts often point to the same weak sources.
WebValet Pro tracks how ChatGPT, Gemini and Perplexity mention you across 25 weekly buyer prompts. It also records which sources they cite, as tracking rolls out in early access.
Common knowledge graph mistakes
These slow things down or create the wrong record.
- Creating promotional Wikipedia or Wikidata entries that break their rules and get removed.
- Leaving duplicate or outdated listings live in directories.
- Changing your business name without updating profiles and markup.
- Expecting structured data alone to create a panel.
Questions people ask
How do I get a Google knowledge panel?
You cannot request one. Google shows a panel when it is confident about an entity from many sources. Clear facts, consistent profiles and independent coverage make that more likely.
Can I edit my knowledge panel?
If a panel exists, you can ask Google to verify you as an official representative. Once verified, you can suggest changes. Google reviews them and decides what to show.
Should my business be on Wikidata?
Only if it meets Wikidata's notability rules, which usually means independent, reliable sources describe you. Entries must be neutral and factual. A removed promotional entry helps nobody, so read the policies first.
Do AI chatbots use Google's Knowledge Graph?
Most AI platforms do not publish their exact data sources. Some answers draw on search indexes, and Google's own products are closely tied to its systems. Consistent facts help whichever source a platform uses.