Editorial standards

Clear evidence. Clear ownership.

These standards govern how Treomark researches, labels, publishes, updates, and corrects provider information.

01

Accuracy before reach

Public claims stay as narrow as the evidence. Treomark updates or removes facts when the accepted record changes.

02

Sources stay visible

Published evidence keeps its source type, public link when available, and capture or review date so readers can inspect the basis directly.

03

Attribution follows the work

Pages name the responsible research group and accountable editor. Specialist review is credited only on the material that specialist actually reviewed.

04

Automation is accountable

Automation and AI assist collection, normalization, comparison, monitoring, and testing. Treomark's public schemas and accepted release process control what is published.

05

Corrections improve the record

Readers, providers, and source owners can challenge an exact fact. Treomark reviews the evidence, records the outcome, and updates the public record when warranted.

06

Commercial terms stay separate

Payments and provider products do not determine claim status, credentials, publication, source review, or organic ranking.

Changes follow the evidence

Factual corrections update the affected record and its review date. Material methodology changes receive a new method version and remain distinguishable from the prior version. Presentation improvements can ship without changing the meaning or status of accepted facts.

Questions about a page can be sent through the correction and dispute process. The public transparency baseline shows how the accepted dataset performs under the current method.