What percentage of reviews are fake for this product?

35.00% 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?

6 reviews were analyzed for authenticity patterns.

What is the adjusted rating after removing fake reviews?

After removing suspicious reviews, the adjusted rating is 3.00 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.

SCITOO D1211 D1354 Front Rear Ceramic Brake Pads Sets Fit For Pontiac Vibe 2009-2010,For Scion iM 2016,For Scion tC 2011-2016,For Toyota Corolla iM 2017-2018

Name: SCITOO D1211 D1354 Front Rear Ceramic Brake Pads Sets Fit For Pontiac Vibe 2009-2010,For Scion iM 2016,For Scion tC 2011-2016,For Toyota Corolla iM 2017-2018
Brand: Amazon
SKU: B0CX97HJZX
Availability: InStock
Rating: 3.0 (6 reviews)

ASIN: B0CX97HJZX

Analysis Date: Nov 9, 2025

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Review Analysis Results

Authenticity Grade

35.00%

Fake Reviews

3.67

Original Rating

3.00

Adjusted Rating

Analysis Summary

The review set shows mixed authenticity signals. On the positive side, there's natural rating distribution (3 five-star and 2 one-star reviews), varied review lengths, and some specific product details in review #3. However, concerning patterns include: 3 of the 5 reviews are extremely brief and generic ('Works well and good quality', 'Its correct size'), which are common in fake review patterns. The verified purchase status is consistent but doesn't guarantee authenticity. The one-star reviews appear genuine with specific complaints, creating a more balanced appearance that could mask fake positive reviews. The overall pattern suggests a moderate level of potentially inauthentic content, primarily among the brief positive reviews.

Review Statistics

292

Total Reviews on Amazon

-0.67

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 (3.00 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 (3.67 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.