What percentage of reviews are fake for this product?

0.00% of the analyzed reviews appear to be fake or inauthentic.

What is the authenticity grade for this product?

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

How many reviews were analyzed?

40 reviews were analyzed for authenticity patterns.

What is the adjusted rating after removing fake reviews?

After removing suspicious reviews, the adjusted rating is 4.80 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.

TALOYA Flush Mount 12 Inch Ceiling Light (Milk White Shell), 20W Surface Mount LED Light Fixture for Bedroom Kitchen,5 Color Temperatures in One,0.94 Inch Thickness Round

Name: TALOYA Flush Mount 12 Inch Ceiling Light (Milk White Shell), 20W Surface Mount LED Light Fixture for Bedroom Kitchen,5 Color Temperatures in One,0.94 Inch Thickness Round
Brand: Amazon
SKU: B07PZT7RJS
Rating: 4.80 (40 reviews)

ASIN: B07PZT7RJS

Analysis Date: Aug 17, 2025

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Review Analysis Results

A

Authenticity Grade

0.00%

Fake Reviews

4.80

Original Rating

4.80

Adjusted Rating

Analysis Summary

Analysis of 40 reviews found 0 potentially fake reviews (0%). This product has very low fake review activity and appears highly trustworthy.

Review Statistics

About Review Data Collection

We extract as much review data as Amazon makes available at the time of analysis. The amount may vary due to Amazon's rate limiting, regional restrictions, or other factors. Our analysis is based on the reviews we successfully collected.

10,624

Total Reviews on Amazon

40

Reviews Analyzed

40

Genuine Reviews

0

Fake Reviews

0.00

Rating Difference

Want to analyze more reviews? Install the Null Fake Chrome extension to capture and analyze additional reviews as you browse Amazon.

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Price Analysis

Price analysis pending

Price insights will be available shortly.

Understanding This Analysis

What does Grade A mean?

This product has excellent review authenticity. Our AI detected very few suspicious patterns, suggesting the vast majority of reviews are genuine customer experiences.

Adjusted Rating Explained

The adjusted rating (4.80 stars) represents what we estimate this product's rating would be if fake reviews were removed. The ratings are similar, suggesting fake reviews aren't significantly impacting the overall 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.