AI visibility guide · ~45 min · Updated July 16, 2026

How to Create a Wikidata Entity

Wikidata is a structured knowledge graph that many LLMs and Google's Knowledge Graph draw entity facts from directly.

Wikidata is a machine-readable knowledge base, separate from Wikipedia, with a much lower notability bar - a real product with independent coverage is often enough to qualify. Because both Google’s Knowledge Graph and several LLMs draw entity facts from it directly, a correct Wikidata item is one of the highest-leverage third-party signals you can control.

Why it matters for AEO. Wikidata is a structured knowledge graph that many LLMs and Google's Knowledge Graph draw entity facts from directly - founding date, category, key people, official website. A missing or wrong Wikidata entry is a common source of a model confusing you with an unrelated company of the same name.

How to do it

  1. Check wikidata.org for an existing item under your company name first - do not create a duplicate.
  2. If none exists and you meet basic notability (a real product, real users, some independent coverage), create an item with instance-of (e.g. "software" or "business"), inception date, official website, and country.
  3. Link your Wikidata item from your site's Organization JSON-LD sameAs array, and vice versa where the Wikidata item has an official-website property.
  4. Do not attempt a Wikipedia article until you have genuine independent press coverage - Wikipedia's notability bar is much higher than Wikidata's, and a promotional, unsourced page usually gets deleted.

How to verify. Search "[your company] wikidata" and confirm an item exists with your correct official website property (P856).

Example

Wikidata item type: "instance of: software company"
Properties: official website (P856), inception, country,
LinkedIn company ID.
FAQ

Frequently asked questions

Quick answers about how to create a wikidata entity.

Wikidata is a structured knowledge graph that many LLMs and Google's Knowledge Graph draw entity facts from directly - it's a different, more machine-trusted channel than your own site.

Official name, founding date, industry, headquarters, and a link back to your official website and Crunchbase profile, kept consistent with those other sources.

Search for your company name alongside factual questions (founding year, HQ location) in ChatGPT or Gemini and check whether the answer matches your Wikidata entry.

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