How does RateBud detect fake Amazon reviews?

RateBud uses advanced AI to analyze review patterns, language authenticity, timing anomalies, and content quality. We examine reviewer behavior, review velocity, and linguistic markers to detect fake reviews with high accuracy.

What does the trust score mean?

The trust score is a percentage from 0-100% indicating review authenticity. This product scored 83% (Grade B). Scores above 80% indicate highly trustworthy reviews, 60-79% are generally reliable, and below 60% suggest caution.

Is RateBud's review analysis free?

Yes, RateBud's AI-powered review analysis is completely free. We analyze Amazon reviews to help you avoid fake reviews and make informed purchasing decisions. No signup required.

✅ COOFANDY Mens Knit Short Sleeve Shirt Casual Button Down Shirt Vintage Fashion Polo Shirts Crochet Summer Beach Shirts Review Analysis

Name: COOFANDY Mens Knit Short Sleeve Shirt Casual Button Down Shirt Vintage Fashion Polo Shirts Crochet Summer Beach Shirts
Brand: COOFANDY
SKU: B0DK6K36DL
Price: 12.99 USD
Availability: InStock
Rating: 4.5 (106 reviews)

Analysis Summary

Analysis is 160.4 days old. Re-run to get the latest review data and insights.

The COOFANDY Mens Knit Short Sleeve Shirt has a strong overall rating of 4.5/5 stars, backed by credible reviewers and consistent product quality, making it a trustworthy choice for casual summer wear. However, the seller's reputation and review distribution could be improved, which may raise some concerns about the brand's overall customer service and feedback collection. Despite this, the product's high consistency score and decent brand trust suggest that customers can rely on the quality of the shirt itself.

Review Timeline

Review patterns over time - spikes may indicate manipulation

88%

Velocity Score

Spikes

None found

Peak

Reviews/mo

Timeline

Months

Pattern Analysis

Good: Review pattern appears natural with steady growth. No suspicious spikes that might indicate review manipulation.

Keyword Analysis

Common phrases and their authenticity patterns

81%

Authenticity

true to size(5)comfortable(8)great value(11)

Positive

Natural phrases

Critical

Genuine concerns

Suspicious

Generic phrases

Language Authenticity

Vocabulary Diversity100%

Natural Language Flow72%

Unique Phrasing100%

Good: Language patterns appear natural with good diversity. Reviews use varied vocabulary and authentic expressions.

Recommendation

✅ Recommended

Analysis Date

August 11, 2025

Total Reviews

106 reviews analyzed

Understanding This Trust Score

COOFANDY Mens Knit Short Sleeve Shirt Casual Button Down Shi... received a Grade B with a trust score of 83/100. This product shows mostly genuine review patterns with minor concerns. The majority of reviews appear authentic, though some indicators suggest a small percentage may be incentivized or less reliable.

What This Means:

•Most reviews appear authentic
•Some minor patterns warrant attention
•Overall trustworthy for purchase decisions
•Consider reading recent reviews more carefully

What Reviewers Are Saying

Based on our analysis of customer reviews for COOFANDY Mens Knit Short Sleeve Shirt Casual Butto..., here are the most common themes and opinions shared by verified buyers:

✓ Commonly Praised:

true to size (5x)comfortable (8x)

Overall sentiment: The COOFANDY Mens Knit Short Sleeve Shirt has a strong overall rating of 4.5/5 stars, backed by credible reviewers and consistent product quality, making it a trustworthy choice for casual summer wear. However, the seller's reputation and review distribution could be improved, which may raise some concerns about the brand's overall customer service and feedback collection. Despite this, the product's high consistency score and decent brand trust suggest that customers can rely on the quality of the shirt itself.

Frequently Asked Questions

Are the reviews for COOFANDY Mens Knit Short Sleeve Shirt Ca... real?

▼

Based on our AI analysis, approximately 83% of reviews appear authentic, while 17% show patterns consistent with potentially fake or incentivized reviews. Overall, you can trust most reviews for this product.

How does RateBud detect fake reviews?

▼

Our AI analyzes multiple factors including review timing patterns, language similarity, reviewer history, and purchase verification. For this product, we analyzed 106 reviews to calculate the trust score.

Should I buy COOFANDY Mens Knit Short Sleeve Shirt Ca...?

▼

Based on our analysis, this product has trustworthy reviews and appears to be a safe purchase. The B grade indicates good review authenticity.

Shopping Tips

This product has 106 reviews with a Grade B trust score. Here's what to keep in mind:

💡Always prioritize verified purchase reviews over unverified ones
💡Look for detailed reviews that mention specific pros and cons
💡Be cautious of products with sudden spikes in positive reviews

Ready to make your purchase?

Based on our analysis, you can make an informed decision. Click below to purchase this product on Amazon.

✨ High Quality Product

As an Amazon Associate I earn from qualifying purchases