Articles on this site start as AI drafts. We’re not going to pretend otherwise, or invent a named “expert reviewer” who didn’t write the words you’re reading — here’s what actually happens between a draft and a published page.
A draft starts from structured research about the product — verified specs, compatibility records, pricing, and known buyer questions — not from the model’s general knowledge of the product category. Anything the research step can’t verify is flagged as unverified rather than guessed at.
Before a human ever sees the draft, it goes through an automated check specifically for the claims that matter most here: does it recommend the right pack size, the right replacement interval, a device it actually fits, a price that’s still current? Anything that doesn’t check out gets flagged, not published.
No article publishes on an AI draft alone. A reviewer has to either edit the content or leave a specific note explaining why it’s ready as-is — simply clicking “approve” without doing either isn’t allowed. When a reviewer does approve something without changes, that’s tracked separately from an edited approval, so it’s never quietly indistinguishable from one.
A stock photo and a fabricated name wouldn’t make this page more trustworthy — it would just be a claim you couldn’t check. The process above is real, and unlike a byline, it’s the same for every article on this site, whether or not it ever tells you so.