What percentage of reviews are fake for this product?

42.00% of the analyzed reviews appear to be fake or inauthentic.

What is the authenticity grade for this product?

The product receives a grade of D based on review authenticity analysis.

How many reviews were analyzed?

58 reviews were analyzed for authenticity patterns.

What is the adjusted rating after removing fake reviews?

After removing suspicious reviews, the adjusted rating is 2.40 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.

Umhlaba Privacy Screen Protector for iPhone 16 Pro 6.3 Inch with Alignment Frame Anti Spy Tempered Glass Film for iPhone16 Pro Anti Blue Light Gradient Gold Private Glass Case Friendly

Name: Umhlaba Privacy Screen Protector for iPhone 16 Pro 6.3 Inch with Alignment Frame Anti Spy Tempered Glass Film for iPhone16 Pro Anti Blue Light Gradient Gold Private Glass Case Friendly
Brand: Amazon
SKU: B0DBPCFRL8
Availability: InStock
Rating: 2.4 (58 reviews)

Amazon.com: Umhlaba Privacy Screen Protector for iPhone 16 Pro 6.3 Inch with Alignment Frame Anti Spy Tempered Glass Film for iPhone16 Pro Anti Blue Light Gradient Gold Private Glass Case Friendly : Cell Phones & Accessories

ASIN: B0DBPCFRL8

Analysis Date: Nov 5, 2025

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Review Analysis Results

Authenticity Grade

42.00%

Fake Reviews

3.02

Original Rating

2.40

Adjusted Rating

Analysis Summary

Analysis of 65 reviews reveals concerning patterns suggesting a moderate level of fake reviews. The rating distribution is highly polarized with 52% 5-star reviews and 35% 1-star reviews, creating a suspicious bimodal pattern. The 5-star cluster (34 reviews) shows potential coordinated positive sentiment, while the 1-star cluster (23 reviews) may represent retaliatory reviews or review bombing. The middle ratings (2-4 stars) are significantly underrepresented at only 13%, which is unusual for genuine product reviews that typically follow a more normal distribution. The high concentration of extreme ratings without substantial middle-ground feedback suggests potential manipulation from both positive and negative sides. While some legitimate products can have polarized opinions, the extreme nature of this distribution combined with the lack of detailed review text (only ratings provided) raises moderate concerns about authenticity.

Review Statistics

300

Total Reviews on Amazon

-0.62

Rating Difference

Price Analysis

Price analysis pending

Price insights will be available shortly.

Understanding This Analysis

What does Grade D mean?

This product has significant review authenticity issues. Many reviews show patterns consistent with fake or incentivized reviews. Exercise caution.

Adjusted Rating Explained

The adjusted rating (2.40 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 (3.02 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.