Thymol Nail Care Oil – Infused with Thyme Extract (1 Fluid Ounce)
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Review Analysis Results
Analysis Summary
The review set shows mixed authenticity signals. Positive aspects include detailed personal medical histories spanning decades (reviews 1, 4), specific product ingredient knowledge (review 5), and consistent complaints about bottle fill levels across multiple reviews (reviews 3, 6, 7, 8) suggesting genuine customer experiences. However, concerns include the polarized rating distribution (mostly 5-star and 1-star with few middle ratings), repetitive complaints about non-returnable policy appearing in multiple negative reviews, and some overly enthusiastic 5-star reviews that lack specific timeframes for results. The 28% fake percentage reflects moderate suspicion primarily driven by the rating distribution pattern rather than clear fake review indicators in individual texts.
Review Statistics
About Review Data Collection
We extract as much review data as Amazon makes available at the time of analysis. The amount may vary due to Amazon's rate limiting, regional restrictions, or other factors. Our analysis is based on the reviews we successfully collected.
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Price Analysis
Price analysis pending
Price insights will be available shortly.
Understanding This Analysis
What does Grade C mean?
This product has moderate review authenticity concerns. A notable portion of reviews show suspicious patterns. Consider reading reviews carefully before purchasing.
Adjusted Rating Explained
The adjusted rating (2.60 stars) represents what we estimate this product's rating would be if fake reviews were removed. This product's adjusted rating is lower than Amazon's displayed rating (3.00 stars), suggesting positive fake reviews may be inflating the score.
How We Detect Fake Reviews
Our AI analyzes multiple factors: language patterns (generic vs. specific), reviewer behavior (history, timing), temporal anomalies (review clusters), verification status, sentiment authenticity, and statistical outliers. No single factor determines a review is fake - we look at the combination of signals.
Important Limitations
No automated system is perfect. Sophisticated fake reviews can evade detection, and some genuine reviews may be incorrectly flagged. Use this analysis as one data point in your purchasing decision, not the only factor. Reading actual review content yourself is always valuable.
