What percentage of reviews are fake for this product?

42.00% of the analyzed reviews appear to be fake or inauthentic.

What is the authenticity grade for this product?

The product receives a grade of D 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 3.60 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.

Polarized Sport Sunglasses for Men and Women, Lightweight TR90 Sun Glasses with UV Protection for Cycling Running

Name: Polarized Sport Sunglasses for Men and Women, Lightweight TR90 Sun Glasses with UV Protection for Cycling Running
Brand: Amazon
SKU: B0CVX98FKR
Availability: InStock
Rating: 3.6 (15 reviews)

ASIN: B0CVX98FKR

Analysis Date: Oct 19, 2025 (re-analyzed Oct 19, 2025)

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Review Analysis Results

Authenticity Grade

42.00%

Fake Reviews

4.60

Original Rating

3.60

Adjusted Rating

Analysis Summary

The review set shows moderate signs of inauthenticity with several concerning patterns. While there are legitimate-sounding reviews with specific usage scenarios (mail carrier, coaching baseball, concrete work), multiple red flags emerge: 1) Review R1J3IZA4HW8NC1 appears twice with different content, suggesting manipulation; 2) Several reviews contain excessive exclamation points and repetitive enthusiastic language without substantive detail; 3) Multiple 5-star reviews use nearly identical phrasing about '3 different ones to choose from' and packaging; 4) The high proportion of verified purchases (all marked 'V') with overwhelmingly positive ratings (mostly 5-star) creates an unnatural distribution. However, the presence of authentic negative/neutral reviews (RWVP1NCWQB665 with 3 stars, R12W0KGLJJL87D with 2 stars) and detailed usage scenarios provides some balance.

Review Statistics

737

Total Reviews on Amazon

-1.00

Rating Difference

Price Analysis

Price analysis pending

Price insights will be available shortly.

Understanding This Analysis

What does Grade D mean?

This product has significant review authenticity issues. Many reviews show patterns consistent with fake or incentivized reviews. Exercise caution.

Adjusted Rating Explained

The adjusted rating (3.60 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 (4.60 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.