Editorial Policy
Source Standards
We prioritize peer-reviewed research, official data sources, and expert analysis. When we reference studies, we link directly to the original source whenever possible. We avoid citing anonymous sources or unverifiable claims. If a source is behind a paywall, we note it.
AI Usage Disclosure
We use AI tools — including large language models — as part of our editorial workflow. AI assists with research synthesis, drafting, and translation. However, every piece of content is reviewed and approved by human editors before publication. We believe in using AI as a tool, not a replacement for editorial judgment.
Corrections Process
We take accuracy seriously. If you find an error in any of our articles, please contact us at contact@outlierreport.com. We will investigate promptly and publish corrections transparently, with a note at the top of the corrected article explaining what was changed and why.
Editorial Independence
Our editorial decisions are not influenced by advertisers, sponsors, or external partnerships. We may participate in affiliate programs, but product mentions and recommendations are based solely on editorial merit. We clearly label sponsored content when applicable.