This page describes how AWRSHIFT produces, verifies, and maintains everything we publish. Articles are produced by our in-house content engine and reviewed by a human editor before publication; every article’s quality-audit metrics are public on the page itself.
How articles are made
Each article runs through a multi-stage pipeline: research, drafting, fact verification, humanization, and a final quality audit. Only drafts that clear the publish-ready quality gate are published — drafts that fail are rewritten or discarded, never quietly shipped. A human editor approves every publication.
Sourcing and fact-checking
We cite named, primary sources for claims and statistics, and we date time-sensitive claims. When evidence is weak or contested, we say so in the text. Claims that cannot be verified against a source are removed before publication.
Transparency metrics
The metrics strip on each article (quality score, SEO score, human-style score, sources cited) is real output from our engine’s audit stage — never decorative, never fabricated. Publishing our own quality numbers is the standard we hold ourselves to.
Corrections
We correct errors quickly and visibly — see our corrections policy. If you spot a mistake, tell us via the contact page; corrections take priority over all other mail.