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?

15 reviews were analyzed for authenticity patterns.

What is the adjusted rating after removing fake reviews?

After removing suspicious reviews, the adjusted rating is 3.10 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.

GE Lighting 97491 15 Watt Soft White Standard Incandescent Light Bulb 2 Pack

Name: GE Lighting 97491 15 Watt Soft White Standard Incandescent Light Bulb 2 Pack
Brand: Amazon
SKU: B00KOD93FG
Availability: InStock
Rating: 3.1 (15 reviews)

ASIN: B00KOD93FG

Analysis Date: Oct 29, 2025

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Review Analysis Results

Authenticity Grade

28.00%

Fake Reviews

3.60

Original Rating

3.10

Adjusted Rating

Analysis Summary

The review set shows mixed authenticity signals. Positive aspects include: natural language variation, specific usage scenarios, and balanced rating distribution (8 five-star, 2 four-star, 5 one-star, 1 two-star). However, concerning patterns emerge: multiple reviews mention identical quality issues (rust, corrosion, scratches) suggesting potential product quality problems rather than fake reviews, but some 5-star reviews are overly generic ('These were what I needed') while negative reviews show authentic frustration with specific details. The 61% 5-star rate is moderately high but not extreme, and the detailed negative reviews about product condition appear genuine based on their specificity and emotional authenticity. The moderate fake percentage reflects that while most reviews seem authentic, some positive reviews lack detail and could be incentivized.

Review Statistics

480

Total Reviews on Amazon

-0.50

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 (3.10 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 (3.60 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.