What percentage of reviews are fake for this product?

28.00% of the analyzed reviews appear to be fake or inauthentic.

What is the authenticity grade for this product?

The product receives a grade of C based on review authenticity analysis.

How many reviews were analyzed?

15 reviews were analyzed for authenticity patterns.

What is the adjusted rating after removing fake reviews?

After removing suspicious reviews, the adjusted rating is 4.20 out of 5 stars.

How does this analysis help consumers?

This analysis helps consumers identify products with manipulated reviews, enabling more informed purchasing decisions based on genuine customer feedback.

Connectyle Men's Trooper Trapper Hat Warm Winter Hats with Removable Face Mask Earflaps Faux Fur Hunting Outdoor Hat

Name: Connectyle Men's Trooper Trapper Hat Warm Winter Hats with Removable Face Mask Earflaps Faux Fur Hunting Outdoor Hat
Brand: Amazon
SKU: B01M6DTPMZ
Availability: InStock
Rating: 4.2 (15 reviews)

ASIN: B01M6DTPMZ

Analysis Date: Nov 4, 2025

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Review Analysis Results

Authenticity Grade

28.00%

Fake Reviews

4.93

Original Rating

4.20

Adjusted Rating

Analysis Summary

The reviews show a moderately suspicious pattern with 14 out of 15 reviews being 5-star (93% 5-star rate), which is unusually high. However, there are several mitigating factors: the reviews contain specific, detailed experiences with the product (head measurements, temperature conditions, usage scenarios), varied writing styles, and reasonable minor criticisms. The duplicate review (R2KOSCRHKTM7P7 appears twice) is concerning but could be a technical error. The reviews demonstrate product knowledge and realistic usage scenarios across different climates (Michigan, NH, Georgia, Arctic Circle), which suggests genuine user experiences. The high rating concentration is the primary concern, but the detailed content and varied perspectives reduce suspicion of systematic fakery.

Review Statistics

4,511

Total Reviews on Amazon

-0.73

Rating Difference

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 (4.93 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.