Review counts are the metric buyers lean on most and the one most easily manufactured. Where a review is hosted determines how much it is worth, and some claimed figures collapse under a single check.
Hosted on site versus hosted independently
Reviews collected and displayed through a vendor's own site or an on-site widget are moderated by the vendor. Negative reviews can be withheld, and the total is not auditable by anyone outside the business.
Reviews on an independent platform can be read, counted and sampled by anyone. That does not make them incorruptible, but it does make the claim checkable, which is the whole point.
Volume against recency and distribution
A large total accumulated over many years says less than a steady flow of recent reviews, because suppliers change. Sudden clusters of five-star reviews in a short window, often with similar phrasing, are the classic pattern of purchased reviews.
The shape of the distribution matters too. A near-perfect average across thousands of reviews is less plausible than a strong average with a visible minority of complaints, which is what genuine businesses actually look like.
Claims that do not survive checking
A prominent count with no platform named and no reviews viewable anywhere is not evidence. In one case on our comparison page, a site advertises thousands of verified reviews while its own FAQ states that it does not publish reviews online — the two statements cannot both be true, and we record the count as none published.
Trust badges are a related issue. A badge is an image; it is not a profile. Where a badge links nowhere or a profile cannot be found, we say so rather than counting it.
Name confusion
Review listings are frequently attached to the wrong business, particularly where an unrelated company trades under a similar name. We check that a listing belongs to the vendor being assessed before using it, and we have removed listings from our comparison for exactly this reason.
How we score it
Independently hosted, verifiable reviews carry the most weight. On-site counts are recorded but discounted. Unverifiable claims score nothing, and where a claim contradicts the vendor's own statements we flag the contradiction openly.
Reviews measure the shopping experience — delivery, packaging, service, responsiveness. They do not measure what is in the product. No volume of positive reviews substitutes for batch testing.
In short
- Independently hosted reviews are checkable; on-site counts are moderated by the seller.
- Recency and a believable distribution matter more than a large total.
- A badge is an image, not a profile; unverifiable claims score zero.
- Reviews reflect service, never product content.
Unfamiliar terminology is defined in our glossary. How we research and grade evidence is set out in our editorial standards, and errors can be reported through corrections.
This article is educational. It is not medical advice, a dosing recommendation, or an endorsement of use. Speak with a qualified medical practitioner about your circumstances.