How a fact becomes public content

Verification is not a label added to content. It is a complete publishing threshold covering the fact, its sources, authorization and version.

Content typeBrand-authorized official content
Publishing thresholdFacts verified
Public statusVersion traceable
Last updated2026-08-22
  1. 01

    Collect facts

    Record the brand entity, product or service, intended audience, limitations and original sources without filling gaps with unverified information.

  2. 02

    Check sources

    Confirm that each source is accessible, directly supports the fact and remains current, then record the result.

  3. 03

    Confirm authorization

    Define what can be made public, permitted publishing channels and the withdrawal process. Content outside that scope cannot be published.

  4. 04

    Review manually

    Review factual accuracy, compliance risk and the publishing version separately. Any content change invalidates the previous approval.

  5. 05

    Publish and review

    Public pages carry version and verification markers. Accessibility, crawlability, indexing and AI citation are then observed as separate states.