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 3.70 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.

MUCHII 20 Oz Paper Bowls 180 Count Disposable Bowls, Printed Soak Proof Large Bowls for Breakfast, Lunch, and Dinner Meals

Name: MUCHII 20 Oz Paper Bowls 180 Count Disposable Bowls, Printed Soak Proof Large Bowls for Breakfast, Lunch, and Dinner Meals
Brand: Amazon
SKU: B0D177JRJW
Availability: InStock
Rating: 3.7 (15 reviews)

ASIN: B0D177JRJW

Analysis Date: Oct 30, 2025 (re-analyzed Oct 30, 2025)

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Review Analysis Results

Authenticity Grade

28.00%

Fake Reviews

4.33

Original Rating

3.70

Adjusted Rating

Analysis Summary

The review set shows mixed authenticity signals. Positive indicators include: natural variation in ratings (5-star to 1-star), detailed usage scenarios, and reasonable product-specific observations. However, concerning patterns emerge: 73% of reviews are verified purchases (V), but many verified reviews contain suspiciously similar language about budget/value and repetitive pet/cat feeding themes. Multiple reviews emphasize 'budget' and 'savings' in similar phrasing. The 1-star review provides legitimate balance but seems somewhat exaggerated. The unverified reviews generally appear more authentic with nuanced observations about thickness, limitations, and specific use cases. Overall, there's likely a moderate percentage of inauthentic reviews, particularly among the verified ones that follow repetitive value/budget narratives.

Review Statistics

586

Total Reviews on Amazon

-0.63

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 (3.70 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 (4.33 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.