Brawny® Tear-A-Square® Paper Towels, 2 Triple Rolls

ASIN: B0DFHMM195
Analysis Date: Jan 18, 2026

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Review Analysis Results

B
Authenticity Grade
20.00%
Fake Reviews
5.00
Original Rating
4.50
Adjusted Rating

Analysis Summary

The majority of these reviews appear genuine, with 4 out of 5 showing clear personal context and specific product experiences. All reviews are verified purchases (indicated by 'V'), which significantly increases their authenticity likelihood. The overall positive sentiment is expected for a quality paper towel product where users typically have strong preferences and satisfaction with performance.

Several reviews contain strong genuine indicators. Review #1 provides specific personal context about being single and how long a roll lasts (2-3 weeks), along with a balanced cost-benefit analysis. Review #2 includes enthusiastic but authentic language ('absofreakinlutely') and specific usage details about using half sheets. Review #3 offers concrete product knowledge about the 3-ply construction and quarter-sheet perforation, demonstrating actual product interaction.

The only potential concern is the presence of two extremely brief reviews (#4 and #5) that lack specific details. Review #5 contains a misspelling ('utilizzed') which could be either a genuine typo or an attempt to appear authentic. However, brief positive reviews are common on Amazon, especially for household products where users may simply want to express satisfaction without detailed commentary.

Overall, the reviews show a natural mix of detailed experiences and brief endorsements typical of genuine customer feedback. The specific personal contexts, verified purchase status, and varied writing styles outweigh the minimal concerns about brevity in two reviews. High ratings for a quality paper towel product are normal and expected, not evidence of manipulation.

Key patterns identified in the review analysis include: Verified purchase status, Specific usage scenarios, Personal cost-benefit analysis.

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.

1,280
Total Reviews on Amazon
5
Reviews Analyzed
4
Genuine Reviews
1
Fake Reviews
-0.50
Rating Difference

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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 (4.50 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 (5.00 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.

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