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 3.70 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.

Brake X Front Brake Pads and Rotors Kit replacement for 2013-2016 Toyota Rav4 | NYX OE+ Rotors and Alpha Ceramic Brake Pads

Name: Brake X Front Brake Pads and Rotors Kit replacement for 2013-2016 Toyota Rav4 | NYX OE+ Rotors and Alpha Ceramic Brake Pads
Brand: Amazon
SKU: B0D9CDHJ2G
Availability: InStock
Rating: 3.7 (15 reviews)

ASIN: B0D9CDHJ2G

Analysis Date: Nov 10, 2025

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Review Analysis Results

Authenticity Grade

28.00%

Fake Reviews

4.27

Original Rating

3.70

Adjusted Rating

Analysis Summary

The review set shows mixed signals with mostly legitimate characteristics but some concerning patterns. Positive aspects include: specific vehicle model mentions (Chevy Cruze, Toyota Sienna, Dodge Charger, Chrysler 300), detailed installation experiences, and one legitimate-sounding negative review with specific technical complaints. However, concerning patterns include: multiple reviews with very generic content ('Great product', 'Excelente la atención'), some repetitive phrasing across reviews, and one duplicate review (R2FSLVFMCWT05J appears twice with identical text). The rating distribution is heavily skewed toward 5-star reviews (11 out of 15), which is common for automotive parts but warrants moderate suspicion. The presence of one detailed negative review adds credibility to the overall set.

Review Statistics

940

Total Reviews on Amazon

-0.57

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 (3.70 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 (4.27 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.