Entity Constellation
See how the knowledge graph actually connects your brand to people, products, and competitors, with every missing edge an AI needs to recognize you lit up in red.
Map Your Knowledge Graph Edges
AI answer engines recognize brands that exist as connected entities in a public knowledge graph. This tool resolves your brand in Wikidata, then renders the real constellation of everything the graph knows about it: founders, products, parent organization, industry. The edges an answer engine expects but that are missing render in red, each with a concrete fix. It makes the abstract phrase "AI does not recognize you as an entity" visible.
How It Works
- Enter your brand name or domain.
- Click Map Constellation.
- We resolve the entity in Wikidata and pull one hop of its real connections.
- Missing edges glow red with the fix to claim them.
Why It Matters
- A connected entity is one an AI can ground and cite with confidence.
- Missing founder, parent, or website edges weaken recognition.
- No Wikidata entity at all means AI cannot anchor you.
- Node size reflects real authority, the breadth of Wikipedia coverage.
How To Read It
- Cyan center: your resolved entity
- Solid edges: real connections in the graph
- Red dashed: expected edges that are missing
- Bigger node: stronger real-world authority
Frequently Asked Questions
What is an entity constellation?
It is the network of connections a knowledge graph holds about your brand: who founded it, what it makes, who owns it, what industry it sits in. AI answer engines lean on these connections to recognize a brand as a distinct, trustworthy entity rather than an ambiguous string of text.
What does a red dashed edge mean?
A red dashed edge is an expected relationship that is missing from your Wikidata entity, for example no founder, no official website, or no logo. Answer engines expect well-known brands to carry these properties, so each gap is a recognition signal you can claim. Every red edge comes with a specific fix.
My brand has no entity at all. What now?
Then AI has nothing to anchor to. The tool shows a ghost state with the path to fix it: establish notability through independent coverage, create a Wikidata item, and add sameAs links from your own authoritative profiles. Until an entity exists, AI engines treat mentions of your brand as an unresolved string.
How is entity authority scored?
Authority combines the breadth of your entity's Wikipedia coverage across languages with the number of real connections in the graph. Broad coverage and rich connections signal that an entity is well established, which correlates with how confidently AI engines cite it.
Does the analysis use my data or a server?
No server of ours. The tool queries the public Wikidata API directly from your browser for the brand you enter. We never see your input, and nothing else about your site is collected.
Why does my brand resolve to the wrong entity?
Wikidata matches by label, so a common brand name can collide with a person, a place, or a product of the same name. Enter a more specific name or your domain to disambiguate. Persistent collisions are themselves a signal that your entity needs stronger distinguishing properties.
MAY THE FORCE BE WITH YOU