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?

14 reviews were analyzed for authenticity patterns.

What is the adjusted rating after removing fake reviews?

After removing suspicious reviews, the adjusted rating is 4.20 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.

Beetles Gel Polish Nail Art Brushes Set - 6 Pcs Fingernail Art Design Pen, Floral Pattern Handle, Gradient Bristles Nail Brush Set DIY with Palette Dotting Manicure Tool Kit

Name: Beetles Gel Polish Nail Art Brushes Set - 6 Pcs Fingernail Art Design Pen, Floral Pattern Handle, Gradient Bristles Nail Brush Set DIY with Palette Dotting Manicure Tool Kit
Brand: Amazon
SKU: B0DDT9DXV2
Availability: InStock
Rating: 4.2 (14 reviews)

ASIN: B0DDT9DXV2

Analysis Date: Oct 13, 2025 (re-analyzed Oct 13, 2025)

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Review Analysis Results

Authenticity Grade

28.00%

Fake Reviews

4.86

Original Rating

4.20

Adjusted Rating

Analysis Summary

The reviews show a mix of genuine and potentially incentivized content. While most reviews appear authentic with specific usage details and varied language, there are concerning patterns: 100% of reviews are verified purchases (unusually high), 92% are 5-star ratings (suspiciously positive), and several reviews contain generic marketing language that reads like product descriptions. However, the presence of multiple languages (English, Spanish, French, German), varied writing styles, specific usage scenarios, and some critical details (like the German review mentioning wax coating removal) suggests a legitimate product with possible review incentives rather than outright fake reviews.

Review Statistics

14,983

Total Reviews on Amazon

-0.66

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 (4.20 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 (4.86 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.