Fragralley Dog Coat with Harness Built in, Waterproof Windproof Reflective Warm Puffer Jacket, Fleece Lined Vest Winter Parka for Small, Medium, Large Dogs​

ASIN: B0FF9SFPB7
Analysis Date: Feb 5, 2026 (re-analyzed Feb 5, 2026)

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Review Analysis Results

A
Authenticity Grade
8.00%
Fake Reviews
4.89
Original Rating
4.70
Adjusted Rating

Analysis Summary

The overwhelming majority of these reviews appear genuine, with only one review showing potential manipulation patterns. All 10 reviews are verified purchases, which significantly increases their credibility. The reviews contain substantial personal context, specific product details, and varied writing styles that suggest authentic customer experiences. The high ratings (9 out of 10 are 5-star) are consistent with what would be expected for a quality product that genuinely meets customer needs, particularly for a functional item like a dog coat in cold climates.

Multiple reviews demonstrate strong genuine indicators through personal context and specific details. Review #1 mentions rarely leaving reviews but making an exception for this product, and specifies their dog is a "mini-pincher mix." Review #2 discusses fitting challenges for their two Boston Terriers and how this product solved them. Review #6 provides specific measurements ("18 lbs," "medium," "6 months old") and notes the dog is growing. Review #10 offers geographical context ("I live in Minnesota") and comparative analysis with other coats they've purchased. These detailed, personalized accounts strongly suggest authentic experiences.

The only concerning review is #4, which uses excessive punctuation ("perfect !!!!") and generic superlatives ("The best !!!") without substantive detail. However, even this review mentions specific features ("zips easily," "very warm") and references a particular dog breed ("husky mix"). The lack of clear manipulation patterns across the other reviews, combined with their verified status and detailed content, suggests this is likely just an enthusiastic customer rather than a fake review.

Overall, this review set appears highly authentic with minimal signs of manipulation. The reviews show natural variation in writing style, length, and focus while consistently praising specific functional aspects of the product. The one potentially suspicious review represents only 10% of the sample, but given its inclusion of some specific details and the strong genuine signals throughout the rest of the reviews, the overall fake percentage is estimated at just 8%.

Key patterns identified in the review analysis include: Verified purchase status, Specific dog breed mentions, Detailed fit descriptions.

Review Statistics

281
Total Reviews on Amazon
-0.19
Rating Difference

Price Analysis

Price analysis pending

Price insights will be available shortly.

Understanding This Analysis

What does Grade A mean?

This product has excellent review authenticity. Our AI detected very few suspicious patterns, suggesting the vast majority of reviews are genuine customer experiences.

Adjusted Rating Explained

The adjusted rating (4.70 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 (4.89 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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