What percentage of reviews are fake for this product?

18.00% of the analyzed reviews appear to be fake or inauthentic.

What is the authenticity grade for this product?

The product receives a grade of B 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 4.00 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.

Meguiar's Professional Vinyl and Rubber Cleaner Conditioner M4016 - Pro-Grade for Interior and Exterior, Screens out UV Rays while Leaving Behind a Natural Sheen, 16 Oz

Name: Meguiar's Professional Vinyl and Rubber Cleaner Conditioner M4016 - Pro-Grade for Interior and Exterior, Screens out UV Rays while Leaving Behind a Natural Sheen, 16 Oz
Brand: Amazon
SKU: B0002SQYV4
Availability: InStock
Rating: 4.0 (15 reviews)

ASIN: B0002SQYV4

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

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Review Analysis Results

Authenticity Grade

18.00%

Fake Reviews

4.40

Original Rating

4.00

Adjusted Rating

Analysis Summary

The reviews show a generally authentic pattern with some minor concerns. Positive aspects include: detailed usage experiences from multiple reviewers, specific product applications (dashboards, floor mats, vinyl seats), and realistic negative feedback (2 one-star reviews mentioning legitimate issues). The 5-star dominance (13/15 reviews) is somewhat high but plausible for a well-regarded brand like Meguiar's. Minor concerns include: some generic praise without specific details, a few overly enthusiastic phrases, and one review with potential brand loyalty bias. The mix of detailed and brief reviews, plus the presence of genuine negative feedback, suggests mostly authentic user experiences.

Review Statistics

1,965

Total Reviews on Amazon

-0.40

Rating Difference

Price Analysis

Price analysis pending

Price insights will be available shortly.

Understanding This Analysis

What does Grade B mean?

This product has good review authenticity with minor concerns. While most reviews appear genuine, we detected some patterns that warrant mild caution.

Adjusted Rating Explained

The adjusted rating (4.00 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 (4.40 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.