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Guide · Entities

Structured data and entities: Recognised the same, and correctly, everywhere

When an AI writes an answer about your brand, it reads your site, maps, directories and news together. If your name, address or services differ across those sources, the answer gets muddled too. This guide covers how to define your brand as one correct entity.

Short answer

Entity information means facts such as your brand’s name, address, founding, services and official profiles being identical everywhere. On your site you define this with Organization or LocalBusiness structured data and sameAs links. According to Google, this data is not required to appear in AI search, but it helps the brand be recognised correctly.

What is an entity and why does it matter?

Search engines and AI systems treat organisations not as text but as entities with properties: name, address, founder, services, official profiles. When the same brand appears under different names or addresses in different sources, systems may struggle to tell they are the same organisation. The result is a wrong address, an old phone number or an answer that mixes you up with another company.

How is Organization data set up?

LocalBusiness for local businesses

Instead of writing the code by hand, you can use the schema generator; it checks required properties and these rules as you type.

sameAs: connect your official profiles

sameAs states that the organisation on your site is the same entity as an official page on another siteSource 3: sameAs (Schema.org property). A LinkedIn company page, Google Business Profile, a chamber or association record and official social media accounts are good examples. Do not add pages you do not own or that are not official.

What to watch for on Wikidata and Wikipedia

Consistency checklist

FactWhere it must match
Brand and legal nameSite, Google Business Profile, Apple and Yandex Maps, LinkedIn, chamber record
AddressSite footer, contact page, maps, directories
Phone and emailSite, maps, social profiles
ServicesService pages, business profile categories, directory listings
Founding year and founderAbout page, Organization data, press kit

Frequently asked questions

01Does Organization data produce a knowledge panel?

No, nobody can guarantee that. Google builds the knowledge panel with its own systems; Organization data can influence the logo and some detailsSource 1: Organization structured data.

02Is structured data required to appear in AI?

No. Google says structured data is not required to appear in generative AI search and no special markup is neededSource 6: Optimizing your website for generative AI features on Google Search. Set it up so the brand is recognised correctly.

03Should we create a Wikidata item for our brand?

Only if it meets one of Wikidata’s criteriaSource 4: Wikidata:Notability. For a new brand, mentions in independent, reliable sources come first.

Sources

  1. [1]Organization structured dataGoogle Search Central · accessed: 26 September 2026
  2. [2]Local business (LocalBusiness) structured dataGoogle Search Central · accessed: 26 September 2026
  3. [3]sameAs (Schema.org property)Schema.org · accessed: 26 September 2026
  4. [4]Wikidata:NotabilityWikidata · accessed: 26 September 2026
  5. [5]Wikipedia:Conflict of interestWikipedia · accessed: 26 September 2026
  6. [6]Optimizing your website for generative AI features on Google SearchGoogle Search Central · accessed: 26 September 2026

How to cite this page

Kaynaq. (26 September 2026). Structured data and entities: Recognised the same, and correctly, everywhere. https://kaynaq.pages.dev/en/guides/structured-data-and-entities

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