Establish Entity Authority Across the Knowledge Graph
Entity authority is the foundation of every AI citation. Our entity optimization service makes your brand a first-class entity in Google's Knowledge Graph, Wikidata, and every major AI training source.
Key benefits
Knowledge Graph Optimization
Full Google Knowledge Panel optimization including facts, founding details, and product categorization.
Wikidata & Wikipedia Strategy
Notable third-party coverage that qualifies your brand for Wikidata entries and Wikipedia mentions.
Entity Consistency Audit
We fix naming, description, and categorization inconsistencies across all platforms where your brand appears.
Structured Data Implementation
Comprehensive Organization and Product schema that tells AI crawlers exactly what your brand is and does.
Our process
Entity Audit
We map your entity presence across Google, Bing, Wikidata, and major directories. Find the gaps.
Foundation Setup
Fix inconsistencies, implement schema, optimize knowledge panel, and claim all relevant entity profiles.
Third-Party Validation
Secure the notable coverage and citations needed to qualify for Wikidata and strengthen entity authority.
Ongoing Maintenance
Quarterly audits to keep entity data accurate as your company evolves (funding, products, leadership).
Common questions
Do I need entity optimization if I already have a Google Knowledge Panel?
How long does entity authority take to build?
Can you get us a Wikipedia page?
Book your free AEO strategy call
45 minutes with a senior AEO strategist. Real insights, custom roadmap, zero sales pressure.
Why entity work comes before everything else
An assistant resolves who you are before it decides whether to recommend you. If "your brand" is an unfamiliar string with no consistent record, there is nothing for good content or third-party mentions to attach to.
This is why teams with genuinely good content sometimes see no citations at all, while a thinner competitor gets named repeatedly. The competitor is resolvable. Entity authority and AI citation goes into the mechanism.
What a resolvable entity actually needs
- One name, spelled one way. Casing and spacing included. A brand written two ways across its own properties is two weak entities rather than one strong one.
- A complete Organization record. Name, URL, logo, description, founding date, contact point, and links to every profile you control.
- Corroboration you do not own. Profiles, listings and coverage on platforms models read. Self-referential links between your own properties are discounted.
- A definitional sentence. Somewhere on your site, in plain words: "X is a Y that does Z." Models extract it; most sites open mid-pitch and never state it.
- Consistency across all of it. The same description everywhere, not five paraphrases.
What about Wikidata?
Frequently oversold, so here is the honest version. Wikidata is the structured database behind Wikipedia and it feeds Google's Knowledge Graph, so an entry genuinely helps entity resolution.
But it has a notability bar requiring serious independent references, and an entry that does not clear it gets challenged and deleted — which is worse than never having one, because it is a public record of failing the test. For most early-stage companies it is a consequence of becoming known rather than a route to it.
The work in the previous section is available today and matters more.
How do you know it worked?
Entity work is slower to show up than content work and shows up more durably.
- Immediately checkable: does your schema validate, does every profile resolve, is the name spelled consistently everywhere.
- Weeks: whether assistants describe you accurately when asked directly, rather than confusing you with a similarly named thing.
- Months: whether you start appearing in category answers where you previously did not.
The first is a checklist. The second and third need a fixed query set measured before you start, which is what an AI visibility audit establishes.