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 3.90 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.

Hamilton Beach 28 lb 22-Quart Roaster Oven with Self-Basting Lid (Stainless Steel)

Name: Hamilton Beach 28 lb 22-Quart Roaster Oven with Self-Basting Lid (Stainless Steel)
Brand: Amazon
SKU: B01N0GN7N4
Availability: InStock
Rating: 3.9 (15 reviews)

ASIN: B01N0GN7N4

Analysis Date: Nov 9, 2025 (re-analyzed Nov 9, 2025)

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Review Analysis Results

Authenticity Grade

18.00%

Fake Reviews

4.27

Original Rating

3.90

Adjusted Rating

Analysis Summary

The review set shows mostly authentic characteristics with some minor concerns. Positive aspects include: natural language variation across reviews, specific usage scenarios (holiday cooking, oven space management), and detailed personal experiences spanning decades of roaster use. The 5-star dominance (11/15 reviews) is reasonable for a kitchen appliance that generally works as expected. However, concerns include: some repetitive phrasing about 'freeing up oven space' and holiday usage, one review in Spanish that seems out of place, and a few reviews with generic praise lacking specific details. The presence of legitimate negative reviews (2 one-star reviews with specific complaints about damage and customer service) adds credibility to the overall authenticity. The moderate score reflects these minor concerns while recognizing the predominantly genuine nature of the reviews.

Review Statistics

2,544

Total Reviews on Amazon

-0.37

Rating Difference

Price Analysis

Price analysis pending

Price insights will be available shortly.

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 (3.90 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 (4.27 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.