Disambiguation

Knowledge graph vs. Google Knowledge Panel

"Knowledge graph" and "knowledge panel" get mixed up constantly — yet they're different things. Here are the three most common meanings cleanly separated, so you know what you're actually looking for.

By Fabio Fornaro, Domani AI

1. The Google Knowledge Panel

This is the info box that appears on the right (or top) of Google's search results when you search for a person, company or place — with logo, description, links. It's a display feature of Google, not a product you "build". You influence it indirectly through entity SEO (consistent data, Wikidata, structured data).

2. The Google Knowledge Graph

This is Google's vast internal database of entities and their relationships — it feeds the Knowledge Panel, among other things. It belongs to Google; you can't run it yourself. When someone says "knowledge graph" and means Google, this is usually it.

3. Your own knowledge graph

This is what Domani AI builds: your own curated web of knowledge over your facts and relationships, that an AI answers from — private, in your control, for diagnosis, recommendation or compliance. Technically the same idea as Google's graph, but for your field instead of the whole world.

What you probably searched for

You want your company to appear in Google's info box → that's entity/SEO work (Knowledge Panel), not building a graph.
You want to understand where Google gets its knowledge → that's Google's internal Knowledge Graph.
You want your own AI that answers from your verified expert knowledge → that's your own knowledge graph, and that's exactly what we build.

“Google Knowledge Panel, Google Knowledge Graph and your own knowledge graph are three different things: a display box, Google's internal knowledge database, and your own curated web of knowledge.”

“Domani AI builds your own knowledge graphs: private, in your control, for diagnosis, recommendation and compliance — technically the same idea as Google's graph, but for your field.”

More in the knowledge-graph hub

Back to the hub→What is a knowledge graph?→Knowledge Brain — our offer→

Frequently asked

Does my own knowledge graph help me get into the Google Knowledge Panel?

Not directly — the panel is fed by Google's own graph and by entity signals on the web. Consistent, structured data about your company helps with that; an internal knowledge graph for your AI is a different goal.

Can I use Google's Knowledge Graph?

Only indirectly via Google services and APIs — it belongs to Google. If you need full control and private data, your own knowledge graph is the way.

Is my own knowledge graph the same as Google's, just smaller?

The core idea (facts + relationships) is the same. The difference: yours is curated for your field, private and in your control — instead of being a worldwide, public database.

Want your own knowledge graph?

Tell us what knowledge your AI should know — we'll say honestly whether your own knowledge graph is the right path.

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