Awesome GEO

Schema sameAs Quality

Schema.org defines sameAs as the “URL of a reference Web page that unambiguously indicates the item’s identity”, for example a Wikipedia page, a Wikidata entry or the official website (schema.org). Google’s Organization markup accepts several sameAs URLs, such as social media or review-site profiles (Google). More links are not always better.

Last reviewed: 2026-11-10

What To Expect

  • sameAs is for identity and disambiguation. We found no study showing that it raises AI citations.
  • One 2026 study found structured data looked effective only when comparing different websites, not pages within one site (2610.15033).
  • Google says no special structured data is needed to appear in AI Overviews or AI Mode, and markup must match what’s visible on the page (Google).

Prioritize

  • Official and controlled profiles.
  • Profiles that are populated, crawlable and consistent with the entity home.
  • Profiles that link back to the canonical site or repeat the same core facts.
  • Knowledge graph identifiers such as Wikidata, when the item is accurate and well sourced.
  • Profiles that prove the entity’s work, such as GitHub, Hugging Face, package registries, author pages or publication profiles.

Avoid

  • Empty profiles created only for a backlink.
  • Unclaimed directory pages with wrong facts.
  • Duplicate or abandoned handles.
  • Directories that don’t help disambiguation.
  • Adding every profile you can find just to raise the count.

Suggested Tiers

These tiers are a judgment call, not a measured ranking.

TierExamplesUse
Tier 1Entity home, Wikidata, Wikipedia, LinkedIn, GitHub, ORCID, CrunchbaseStrong identity and disambiguation signals
Tier 2Medium, Substack, Hugging Face, Product Hunt, Muck Rack, Behance, Dribbble, Stack OverflowUseful when populated and relevant to the entity
Tier 3Small directories, social mirrors, inactive profilesInclude only when accurate, maintained and cross-linked

Review sameAs links from time to time and remove stale or contradictory profiles.