Koji White Pure Kojic Acid Soap | Glycerin Soap Bar for Gentle Skin Brightening and Exfoliation with Tea Tree, Coconut Oil, Hyaluronic Acid & Vitamin C, Vegan, 2.82 oz
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Review Analysis Results
Analysis Summary
The reviews show moderate signs of inauthenticity with several concerning patterns. While there is a mix of legitimate-sounding reviews with specific usage details and balanced ratings (including 3-star and 1-star reviews), there are multiple red flags: several reviews use nearly identical phrasing about 'brightening' and 'not drying skin,' multiple 5-star reviews contain minimal content ('Excellent') or generic praise without substance, and there are duplicate reviews from the same user (R3B8Z38XZCX67U appears twice with identical 1-star text). The distribution is heavily weighted toward 5-star reviews (10 out of 16), but the presence of critical reviews and some detailed negative feedback provides some balance. The product appears to have genuine users but likely also has some incentivized or artificial positive reviews.
Review Statistics
Price Analysis
Price analysis pending
Price insights will be available shortly.
Understanding This Analysis
What does Grade D mean?
This product has significant review authenticity issues. Many reviews show patterns consistent with fake or incentivized reviews. Exercise caution.
Adjusted Rating Explained
The adjusted rating (3.30 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 (4.20 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.
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