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?

11 reviews were analyzed for authenticity patterns.

What is the adjusted rating after removing fake reviews?

After removing suspicious reviews, the adjusted rating is 4.10 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.

A-Premium Rear Ceramic Disc Brake Pads Set Compatible with Select Toyota, Lexus and Pontiac Models - Avalon 2007-2021, Camry, Matrix, RAV4, ES300h, ES350, HS250h, Vibe, with Hardware, 4 Pcs

Name: A-Premium Rear Ceramic Disc Brake Pads Set Compatible with Select Toyota, Lexus and Pontiac Models - Avalon 2007-2021, Camry, Matrix, RAV4, ES300h, ES350, HS250h, Vibe, with Hardware, 4 Pcs
Brand: Amazon
SKU: B0B2JRYRLT
Availability: InStock
Rating: 4.1 (11 reviews)

ASIN: B0B2JRYRLT

Analysis Date: Nov 9, 2025

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Review Analysis Results

Authenticity Grade

28.00%

Fake Reviews

4.73

Original Rating

4.10

Adjusted Rating

Analysis Summary

The reviews show a moderately suspicious pattern with several concerning elements. The product has an unusually high 5-star concentration (73% of reviews) with minimal critical feedback, which is atypical for automotive parts where installation issues are common. There are multiple duplicate reviews (R1S6EU1D2JVKNU appears twice with identical text) and several extremely brief, generic 5-star reviews that lack substantive detail about performance or longevity. However, the presence of some detailed, specific reviews mentioning actual installation experiences (including one mentioning needing to modify parts with a dremel) provides some legitimacy. The mix of English and Spanish reviews suggests diverse customer base, but the overall pattern suggests potential review manipulation through incentivized or fake positive reviews.

Review Statistics

Total Reviews on Amazon

-0.63

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 (4.10 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 (4.73 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.