WHO DOES THE ANALYSIS
Human Review Roles
Every published page passes through a human editorial check before it goes live.
WHO DOES THE ANALYSIS
What this means for the pages you read.
These rules apply to every V5 consumer record and guide on Revuei.
Research analystsAnalysts identify the product and version record, match public review ecosystems, extract recurring themes and label evidence boundaries. They do not invent conclusions when the sample or sources are thin.
Editorial reviewersA human editor checks the language, the strength of each claim, the disclosures and the unresolved data gaps before publication. "Human reviewed" means a person verified the page, not that the page was written without oversight.
Fact-checkingProduct facts, ingredient context and scientific-evidence notes are checked against the recorded source and kept separate from consumer signals. A formula note is labeled as context, not as proof.
What is not automatedTheme extraction starts from structured records, but the final wording, caveats and publication decision are human. No page is published on the basis of review volume alone.