Activated Charcoal Odor Absorber, 6 Pack Natural Shoe Odor Eliminator, Bamboo Charcoal Air Purifying Bags, Sneaker Deodorizer and Moisture Absorbers for Clean Footwear, Shoe Odor Remover
Amazon.com: Activated Charcoal Odor Absorber, 6 Pack Natural Shoe Odor Eliminator, Bamboo Charcoal Air Purifying Bags, Sneaker Deodorizer and Moisture Absorbers for Clean Footwear, Shoe Odor Remover : Health & Household
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Review Analysis Results
Analysis Summary
The review set shows moderate concerns with a 28% estimated fake percentage. Analysis reveals: 1) Strong positive bias with 65% 5-star ratings and 35% 4-star ratings, creating an unnatural distribution curve; 2) All reviews are verified purchases ('U' designation), which typically reduces fake likelihood but the extreme positivity pattern remains suspicious; 3) Complete absence of critical reviews (1-3 stars) is statistically unusual for most products; 4) The uniform 'U|X★' format suggests these may be extracted from a larger dataset, limiting text analysis. While verified status provides some legitimacy, the perfect rating distribution and lack of negative feedback indicate potential review manipulation or selective presentation.
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.
Want to analyze more reviews? Install the Null Fake Chrome extension to capture and analyze additional reviews as you browse Amazon.
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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 (3.80 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 (4.40 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.
