Frequently asked questions
How ReviewDetector analyzes reviews, what a Trust Score does and does not tell you, and where our analysis stops.
Understanding your result
What does the Trust Score measure — and what does it not measure?
The Trust Score evaluates credibility signals in the reviews currently available for analysis. It does not verify product quality, safety, authenticity, seller legitimacy, durability, or suitability for you. Read it alongside the review count, the dimension breakdown, any product recalls, the return policy, and independent evidence.
Why is the Trust Score different from the product’s star rating?
A star rating records how shoppers scored the product. The Trust Score assesses how credible the set of reviews looks as a body of evidence. A product can hold a high star rating built on reviews that show manipulation signals, and a product with an average star rating can have reviews that look entirely genuine. The two answer different questions, so they often disagree.
How many reviews are needed for a reliable analysis?
The fewer reviews there are, the less confidence any conclusion carries. Analyses work best when a product has at least 20 reviews. Below that, a handful of unusual reviews can dominate the outcome, so treat the score as a weak signal rather than a verdict, and always read it together with the review count.
Can ReviewDetector detect AI-generated or incentivized reviews?
We detect patterns associated with both, but we cannot prove that any single review was written by AI or paid for. A review written in exchange for a refund or a free product comes from a real buyer who really received the item, so the text itself may look completely ordinary. Treat our signals as evidence to weigh, not as proof about any individual review.
What happens when reviews from different product variants are combined?
Retail listings often pool reviews across colours, sizes, models, and older and newer versions of the same product. When that happens, some reviews in the analysis describe an item that differs from the one you are looking at. This can move the result in either direction, and we cannot tell which variant each review was written about.
How current is a ReviewDetector report?
Every report shows the date it was generated. It reflects the reviews that were visible on that date and does not update on its own as new reviews appear. If a product has seen significant activity since then, run the analysis again for a current view.
Using ReviewDetector
How does ReviewDetector detect fake reviews, and what signals does it use?
In short: we score a product’s review set on several dimensions — how well the written text matches the star ratings, how specific and evidence-based the reviews are, how the ratings are distributed, and how much promotional language appears — then combine them into one Trust Score. Trust in Reviews walks through the method and what each dimension can and cannot show. Most analyses finish in about 30 seconds.
Fakespot and ReviewMeta have shut down — what can I use instead?
Fakespot closed on 1 July 2025, after Mozilla acquired it. ReviewMeta stopped operating before that. ReviewDetector is still running and still free, which is why people searching for a Fakespot alternative in 2026 end up here. Paste a product link to get a Trust Score and a dimension breakdown for Amazon, Best Buy, Target and TikTok Shop listings.
Why could ReviewDetector fail to analyze a product?
The usual reasons are an unsupported platform, a listing restricted in your region, too few reviews to work with, a page we cannot reach, or a link that is not a direct product URL. If your link points to a TikTok Shop seller rather than a product, use the TikTok Shop Legit Checker instead.
Is my data private when I use ReviewDetector?
An analysis runs on the publicly visible reviews of the listing you submit. For what we collect, how long we keep it, and how to reach us about your data, see our Privacy Policy.
Price alerts
What price alerts can I set, and are they free?
Price alerts let you follow a product and hear from us when its price falls. They are a secondary feature — review analysis is what ReviewDetector is built for.
If a price drops and then rises again quickly, will I get repeated alerts?
Alerts are intended to tell you about a meaningful price drop rather than to notify you on every fluctuation.
Still need a hand?
Still have questions? Contact us and tell us which product or report you need help with. We’ll do our best to respond.
Contact ReviewDetector Support