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?

10 reviews were analyzed for authenticity patterns.

What is the adjusted rating after removing fake reviews?

After removing suspicious reviews, the adjusted rating is 3.90 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.

TOVASTY 4PCS Front Brake Pads Premium Carbon Ceramic Pad Compatible with 2006-2018 Toyota RAV4, 2009-2013 Toyota Matrix, 2011-2016 Scion tC

Name: TOVASTY 4PCS Front Brake Pads Premium Carbon Ceramic Pad Compatible with 2006-2018 Toyota RAV4, 2009-2013 Toyota Matrix, 2011-2016 Scion tC
Brand: Amazon
SKU: B0F4XV928Z
Availability: InStock
Rating: 3.9 (10 reviews)

ASIN: B0F4XV928Z

Analysis Date: Nov 9, 2025 (re-analyzed Nov 9, 2025)

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Review Analysis Results

Authenticity Grade

28.00%

Fake Reviews

4.50

Original Rating

3.90

Adjusted Rating

Analysis Summary

The review set shows mixed authenticity signals. Positive indicators include: natural variation in ratings (3-5 stars), specific vehicle model mentions (Corolla, CRV, Mazda 3), and detailed installation experiences. However, concerning patterns include: high proportion of unverified purchases (all marked 'V'), several extremely brief reviews lacking substance ('great', 'Bonne qualité'), and some generic praise that could be templated. The mix of English and French reviews appears organic for a Canadian marketplace, and the technical details about fitment issues suggest genuine user experiences. The moderate fake percentage reflects that while some reviews appear low-effort or potentially incentivized, the majority show characteristics of legitimate customer feedback.

Review Statistics

132

Total Reviews on Amazon

-0.60

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 (3.90 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 (4.50 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.