About SEOGEO

Evidence before certainty

SEOGEO is an independent source atlas for the way AI search assembles answers. We publish structured source profiles and dated observations so readers can inspect the evidence behind a claim.

Last updated · 9 November 2026

Why this exists

AI search hides much of the path between a question and an answer. A response can name a brand, summarize a claim or link to a page without making the selection process easy to inspect.

SEOGEO records what is visible: the question, answer snapshot, cited URLs, source type, observation date and method version. Those records are useful only when readers can see their limits.

What we publish

The platform connects source records, citation observations, methods and original research. We aim to make each page useful on its own and easy to follow into supporting material.

  • Source profiles with identity, access and limitations
  • Dated observations that separate citations from mentions
  • Research pages with sample definitions and reproducible methods
  • Guides for reading evidence without overstating it

Independence

SEOGEO does not sell source rankings or promise AI citations. Any future sponsorship or commercial relationship will be disclosed on the page where it appears.

Contact

For corrections, source suggestions or data questions, use the contact channel published with the site administrator before launch. The production launch must replace this preview statement with a monitored email address.