Be the one brand every AI engine resolves to
Wikipedia pages, Wikidata entities, Crunchbase, LinkedIn, Google Knowledge Graph — the identity layer LLMs consult before they cite. We engineer, maintain and defend your brand’s canonical entity presence.
What you actually get
Before an LLM cites a brand, it resolves the brand. If your organisation is fuzzy to Wikidata, missing from Wikipedia, or conflated with another entity on Crunchbase, retrieval is unreliable — sometimes wrong.
Brand & entity graph presence is a focused service: we audit every major entity graph for your brand, fix ambiguities, file or defend your Wikipedia page, enrich Wikidata statements, and clean up Crunchbase / LinkedIn / AngelList / trade-press listings.
Done well, it is the single highest-leverage one-time investment in AI visibility.
Every engagement ships with this
Wikipedia
Page creation (where notability supports), citation hygiene, COI disclosure, and edit-history defence against hostile rewrites.
Wikidata
Canonical entity, statement enrichment, triple creation and cross-reference to Crunchbase, ORCID, ISNI and other authority IDs.
Knowledge Graph
Schema + authoritative citation signals that trigger Google Knowledge Graph recognition and LLM entity resolution.
Directories
Crunchbase, LinkedIn, AngelList, G2, Capterra — consistent NAP, founder data, funding history, service descriptions.
Where this sits in the full engagement
Entity consolidation makes every other AEO + GEO lever work better. A brand with clean entity graphs converts press placements into citations faster and weathers LLM hallucinations better.
Be the one brand every LLM resolves to
An expert will audit your Wikipedia, Wikidata, Crunchbase and Knowledge Graph presence — then plan the fix.
