How it works
Fill in the brand fields once and the builder generates four artefacts: Organization JSON-LD schema, a Wikidata entry draft, an llms.txt entity block, and a canonical description you can paste everywhere else. All four use exactly the same facts, which is the whole point - entity consistency is what builds entity strength.
Why consistency matters
- Inconsistent facts fragment the signal - if your founding year is "2024" on the homepage and "2023" on Crunchbase, assistants can't decide which is correct, so they cite neither.
- sameAs links build the entity graph - each link confirms that "this entity here" is the same as "that entity there", which is how assistants connect signals across the web.
- A Wikidata entry is the cheapest leverage - lower bar than Wikipedia, parsed by every major assistant, and free to create.
Pair with
Install the Organization schema using the Organization Schema Generator. Add the llms.txt block with the llms.txt Generator. Validate everything with the Structured Data Validator. Full pattern: entity SEO for the AI era.