Guides
Read a review chart, compare two products, or trace a claim to its source.
How to read a product review analysis
Where the numbers come from, and what a theme mention rate does and does not mean.
Read guide →ComparisonVanicream vs CeraVe: same job, different feel
Two fragrance-free cleansers, compared on the fields we can verify.
Read guide →Product factsThe Ordinary Salicylic Acid 2% Solution
Current U.S. formula, specifications and official sources, with the earlier listing scope explained.
Read product facts →Product factsINNBEAUTY PROJECT Drying Paste
Current brand naming and the differing size labels, with the earlier Pimple Paste listing explained.
Read product facts →Product factsPeace Out Acne Treatment Dots
Current brand-listed pack options and ingredients, with the earlier listing scope explained.
Read product facts →SourceReddit entry points: matching a thread to the exact product
Why a single thread is not a summary, and how we link to the exact item.
Read guide →Read a review chart in order
Check the product
Match the exact product and version; a family name is not enough.
Check the sample
Look for the source, time window and evidence status beside the count.
Read the theme
A topic mention describes review text, not the chance a product will work for you.
Sample range and limits
For a qualified analysis, the sample is distinct eligible reviews in the stated window that passed identity, language and duplicate checks. Theme rates use the reviews actually analysed from that eligible set, not the number of mentions. An internal source count alone does not establish a qualified sample.
A product label does not transfer to another product or version. See how we analyze reviews for Q/E/M/N/U, and source entry points for individual threads.
What the evidence labels mean
- Product facts
- Name, brand, use, specifications and official source links. This label alone does not confirm a consumer review analysis.
- Scope unverified
- The information covered by the product page still needs checking. A label on one product does not transfer to its family or another version.
- Source snapshot
- A recorded set of source reviews. Its product version, duplicates and permission to publish a combined analysis may still need verification. Review records do not establish a count of independent people.
- Pending or not published
- No confirmed value is available to show. An unknown rating, price or eligible review total is not zero.
- Verified analysis
- Review themes are shown only within the verified product, version, sample and date range. A topic mention is not proof of effectiveness.