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 4.10 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.

Is this product priced fairly on Amazon?

Based on AI price analysis, this product is Unable to compare.

How is this product positioned in the market?

This product is positioned as a Mid-range option in its category.

GOLDHILL Oil Rubbed Bronze Barn Style Vanity Light Fixture, Exterior Farmhouse Gooseneck Barn Light with E26 Based Socket, Waterproof Round Outdoor Farmhouse Lights for House Garage Bathroom

Name: GOLDHILL Oil Rubbed Bronze Barn Style Vanity Light Fixture, Exterior Farmhouse Gooseneck Barn Light with E26 Based Socket, Waterproof Round Outdoor Farmhouse Lights for House Garage Bathroom
Brand: Amazon
SKU: B0C2XZQV5D
Availability: InStock
Rating: 4.1 (15 reviews)

ASIN: B0C2XZQV5D

Analysis Date: Nov 18, 2025 (re-analyzed Nov 18, 2025)

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Review Analysis Results

Authenticity Grade

18.00%

Fake Reviews

4.53

Original Rating

4.10

Adjusted Rating

Analysis Summary

The reviews show a generally authentic pattern with some minor concerns. Positive aspects include: 1) Natural rating distribution with multiple 4-star reviews (30% of reviews), 2) Detailed installation experiences from verified purchasers, 3) Specific product mentions and practical usage scenarios. Concerns include: 1) Several very brief 5-star reviews that lack substance, 2) One review (RQDQ0WBIA8ZBM) appears duplicated with different content, 3) Some generic praise without specific details. The 85% 5-star rate is high but not unusual for a well-received lighting product. Most reviews show genuine user experiences with installation details and specific observations about build quality and appearance.

Review Statistics

167

Total Reviews on Amazon

-0.43

Rating Difference

Price Analysis

This appears to be a competitively priced mid-range outdoor lighting fixture with strong customer ratings. Given the 4.53/5 rating from 167 reviews, it represents solid value in its category. Wait for Amazon coupon promotions or seasonal sales for the best deal.

MSRP Assessment

Estimated MSRP: $89.99

Source: Product category average

Amazon Price: Unable to compare

Market Position

Positioning: Mid-range

Alternatives Range: $45-$150

Value: This fixture offers good value with its waterproof rating, bronze finish, and farmhouse aesthetic at a competitive mid-range price point.

Buying Tips

Best Time to Buy: Best prices often during home improvement sales (spring/fall) and major shopping events like Prime Day or Black Friday.

Deal Indicators: Look for price drops below $60, bundled shipping, or coupon discounts of 15% or more.

Watch For: Watch for unusually low prices ($40 or less) which may indicate inferior materials or counterfeit products.

Price analysis generated by AI based on product category and market research. Actual prices may vary. Last analyzed: Dec 1, 2025

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 (4.10 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 (4.53 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.