Dubinik® Mens Flannel Shirts Long Sleeve Flannel Shirt for Men Casual Button Down Brushed 100% Cotton Shirt
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Review Analysis Results
Analysis Summary
The overwhelming majority of these reviews appear genuine, with only 2 out of 16 showing clear manipulation patterns. This represents approximately 12% potentially fake content, which is within normal ranges for Amazon product reviews. Notably, all reviews are verified purchases (marked with 'V'), significantly increasing their credibility. The reviews display a healthy mix of ratings (12 five-star, 2 four-star, and 3 two-star reviews), which is typical for authentic feedback rather than coordinated manipulation.
Strong genuine indicators are abundant throughout the reviews. Review #1 provides specific details about fabric quality and personal usage patterns. Review #5 mentions an unexpected feature (lack of collar buttons) and includes balanced observations. Review #7 offers comparative analysis with another brand, demonstrating genuine product knowledge. Review #8 explicitly states the reviewer's pickiness and low expectations, creating authentic narrative tension. The negative reviews (#11, #12, #14) provide specific criticisms about material quality, fit issues, and washing instructions, which are hallmarks of genuine negative feedback rather than fake positive reviews.
Only two reviews (#6 and #13) show concerning patterns. Review #6 uses generic, repetitive praise without specific details ('Fits great, looks great, feels great!'), which is a common manipulation pattern. Review #13 is extremely brief and generic ('Got it for my husband to wear for fall family pictures. Ended up loving this flannel! Fit him well.'), lacking the personal context and specific observations found in most other reviews. These two reviews stand out against the otherwise detailed and varied feedback.
Overall, this review set appears predominantly authentic with a normal distribution of positive and negative feedback. The detailed personal experiences, specific product observations, and verified purchase status strongly indicate genuine customer feedback. While two reviews show manipulation patterns, they represent a small minority that doesn't significantly impact the overall authenticity of the feedback for this product.
Key patterns identified in the review analysis include: Verified purchase status for all reviews, Mix of ratings (5, 4, and 2 stars), Detailed personal usage scenarios.
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.
Want to analyze more reviews? Install the Null Fake Chrome extension to capture and analyze additional reviews as you browse Amazon.
Free, quick to install, and works on Chrome, Edge, Brave, and other Chromium browsers.
Price Analysis
This appears to be a well-reviewed budget-friendly flannel shirt in a competitive category. Without the current Amazon price, focus on finding it under $35 for good value. Check for coupons and compare with established brands like Carhartt or Wrangler in the $40-$60 range for quality comparison.
MSRP Assessment
Market Position
Buying Tips
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 (4.33 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.
