CAFFEINE ARMY White Chocolate Peanut | Comprehensive Functional Coffee with MCTs, CoQ10, Collagen and Adaptogens: Clean Energy + Supports Daily Attention, No Jitters or Crash (7.8 oz 22 Servings)
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Review Analysis Results
Analysis Summary
The review set shows mixed authenticity signals. Positive indicators include: natural variation in ratings (1-5 stars), detailed negative experiences with shipping/packaging issues that appear genuine, and some reviews mentioning long-term usage. Concerning patterns include: multiple duplicate reviews from the same users (R1VMZ54L8GASMA and R344952OXB25Z9 appear twice with identical text), several overly brief 5-star reviews lacking substance, and a high proportion of verified purchases (all marked 'V') which could indicate review manipulation tactics. The duplicate reviews are particularly suspicious as they suggest potential review padding. However, the presence of legitimate-sounding negative feedback and varied rating distribution prevents a higher fake percentage assessment.
Review Statistics
Price Analysis
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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 (3.30 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 (3.85 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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