Four Candies 25PCS Art Mechanical Pencil Set with Case, 3PCS Metal Artist Lead Pencil 0.5, 0.7, 0.9 mm & 3PCS 2mm Holder (HB 2H 2B 4B Color) with 432PCS Graphite Lead Refills for Drawing Sketching
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Review Analysis Results
Analysis Summary
This product shows a moderately concerning review pattern with several red flags, though many reviews appear genuine. Key findings: 1) Extreme rating bias with 12/15 reviews at 5★ (80%) and only 2 at 4★, creating an unnatural distribution; 2) Multiple reviews with suspicious language patterns including excessive enthusiasm ('BEST set ever!!'), vague generic praise, and marketing-style phrasing; 3) One review appears to be a duplicate (RYRE5UAXJ5N9D appears twice with identical text); 4) Several reviews contain non-English content without translation context, which can sometimes indicate review manipulation; 5) The video review appears to be placeholder/auto-generated content. However, many reviews contain specific product details, reasonable criticisms, and authentic-sounding usage experiences that balance the concerns.
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.
Free, quick to install, and works on Chrome, Edge, Brave, and other Chromium browsers.
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 (4.20 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 (4.87 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.
