Knowledge Graph Explorer
See exactly what Google's Knowledge Graph and knowledge panel hold for any brand, person, or organization, map how its real-world connections fit together from Wikidata, and get a checklist of what it needs to be understood by AI search.
Try:
New here? A knowledge graph is how Google and the AI answer engines (ChatGPT, Perplexity, Gemini, AI Overviews) recognize your brand as a real entity and connect it to the right people, products, and topics. The clearer and better connected that entity, the more often AI describes and cites you correctly. Strengthening it is the core of AI search optimization.
Entity connections
Click any node to expand its connectionsKnowledge Graph readiness
What this entity already has, and what it still needs to be reliably understood by Google and the AI answer engines.
Take it with you
Everything this tool found, free to download and reuse, no signup. The schema file is ready to paste into your site.
Knowledge graph, knowledge panel, entity: what they mean
A knowledge graph is the map Google builds of real-world things and how they relate: people, companies, places, products, and the links between them, like who founded what, who owns what, and what a brand sells. Google's Knowledge Graph holds billions of these entities and powers how its search and AI systems understand the world.
An entity is any one of those things Google recognizes as real and distinct: your company, you as its founder, a product line. Once Google is confident an entity is real and well defined, it can describe it, connect it, and cite it.
A knowledge panel is the visible surface of all of that. It is the information box that appears on the right of Google results, or at the top on mobile, when Google is confident about an entity. The panel is the output; the knowledge graph entity behind it is what you actually optimize.
Why the entity, not the panel, is the real target
The panel only appears once the underlying entity is strong enough. Work on the entity (a clear identity, outside corroboration, and consistent facts) and the panel follows. That is what this tool measures.
How to use this tool
- Search your brand, name, or any entity. You get the entity Google holds for it, its Knowledge Graph ID, a confidence score, and what Google already knows.
- Read the readiness checklist. It shows, in plain language, what is in place (a description, an encyclopedic source, an image, a Wikidata entry) and what is still missing.
- Map the connections and take the schema. Click any node to expand its real-world relationships from Wikidata, then download the entity JSON-LD to paste into your site so engines anchor to one clear identity.
Why your knowledge graph matters for AI search
When someone asks ChatGPT, Gemini, Perplexity, or Google's AI Overviews about your brand, those systems do not read your homepage and guess. They resolve your brand to an entity and answer from what they understand about it. A clear, well-connected entity gets described accurately and cited often. A weak or ambiguous one gets confused with someone else, described with stale facts, or left out of the answer.
That is why entity strength is the foundation of AI search optimization, not a side detail. Before your content or links can do their job, the engines have to know who you are. Strengthening the entity behind your brand is where our approach to AI SEO starts.
How to get a Google knowledge panel
There is no button that grants a knowledge panel. Google awards one when it is confident your entity is real and consistent. The path:
- Define the entity on your own site. Mark one canonical page with Organization or Person schema that carries a stable @id, your name, logo, and sameAs links to your official profiles.
- Corroborate it off your site. Get named consistently across authoritative sources: Wikipedia or Wikidata where you qualify, plus established profiles like LinkedIn, Crunchbase, and reputable industry directories.
- Keep every fact identical everywhere. Name, founders, headquarters, founding date, and products. Inconsistency is what fractures an entity and stalls a panel.
- Once a panel appears, claim it. Verify through Google that you represent the entity, and you can suggest corrections to what it shows.
Run your brand through the explorer above to see which of these you already satisfy and which are still open.
Frequently asked questions
What is a knowledge graph?
A knowledge graph is the network of real-world entities (people, companies, places, products) and the relationships between them that a search engine uses to understand the world. Google's Knowledge Graph is what lets it answer questions and power AI results about specific things rather than just matching keywords.
What is a Google knowledge panel?
A knowledge panel is the information box Google shows on the right of search results, or at the top on mobile, for an entity it is confident about. It is the visible output of the knowledge graph entity behind your brand.
How do I check my knowledge graph or knowledge panel?
Enter your brand or name in the Knowledge Graph Explorer above. It shows the entity Google holds for you, your Knowledge Graph ID, a confidence score, and a checklist of what is in place and what is missing.
How do I get a Google knowledge panel?
Define your entity with Organization or Person schema on a canonical page, corroborate it across authoritative sources like Wikidata and established profiles, and keep your core facts identical everywhere. When Google is confident the entity is real, it generates a panel that you can then claim.
Does schema markup help my knowledge graph?
Yes. Organization and Person JSON-LD with a stable @id and sameAs links gives engines an explicit, machine-readable statement of who you are and which profiles corroborate you. It is one of the clearest signals you control, and this tool generates that schema for you.
Why does my knowledge graph matter for AI search?
AI engines answer questions about your brand from the entity they have resolved you to, not from reading your site in the moment. A strong, well-connected entity gets described accurately and cited; a weak one gets confused or omitted. Entity strength is the foundation of AI search optimization.
Make sure AI search gets your brand right
Searchbloom builds and strengthens the entity behind your brand so Google and the AI answer engines describe you accurately. Get a free action plan.
