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 89% (Grade B). Scores above 80% indicate highly trustworthy reviews, 60-79% are generally reliable, and below 60% suggest caution.

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✅ COTTON DAY Women's Combed Cotton Colored Fine Ribbed Trouser Dress Socks Beige Denim Blue Purple 3 Pack Review Analysis

Name: COTTON DAY Women's Combed Cotton Colored Fine Ribbed Trouser Dress Socks Beige Denim Blue Purple 3 Pack
Brand: COTTON
SKU: B0F1FHJZYK
Price: 11.96 USD
Availability: InStock
Rating: 4.5 (372 reviews)

Analysis Summary

Analysis is 52.9 days old. Re-run to get the latest review data and insights.

This product, COTTON DAY Women's Combed Cotton Colored Fine Ribbed Trouser Dress Socks, has received an overall score of 89/100 based on 8 reviews, with a 4.5/5-star rating. The high reviewer credibility and product consistency scores suggest that the product is trustworthy, but the relatively low review content quality score raises some concerns about the depth of the reviews. Overall, the product seems to be a reliable choice for those looking for comfortable and durable socks, but it may benefit from more detailed and informative reviews.

Review Timeline

Review patterns over time - spikes may indicate manipulation

90%

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

79%

Authenticity

favorite socks ever(5)made for me(8)

Positive

Natural phrases

Critical

Genuine concerns

Suspicious

Generic phrases

Language Authenticity

Vocabulary Diversity100%

Natural Language Flow77%

Unique Phrasing91%

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

Recommendation

✅ Recommended

Analysis Date

November 27, 2025

Total Reviews

372 reviews analyzed

Understanding This Trust Score

COTTON DAY Women's Combed Cotton Colored Fine Ribbed Trouser... received a Grade B with a trust score of 89/100. 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 COTTON DAY Women's Combed Cotton Colored Fine Ribb..., here are the most common themes and opinions shared by verified buyers:

✓ Commonly Praised:

favorite socks ever (5x)

Overall sentiment: This product, COTTON DAY Women's Combed Cotton Colored Fine Ribbed Trouser Dress Socks, has received an overall score of 89/100 based on 8 reviews, with a 4.5/5-star rating. The high reviewer credibility and product consistency scores suggest that the product is trustworthy, but the relatively low review content quality score raises some concerns about the depth of the reviews. Overall, the product seems to be a reliable choice for those looking for comfortable and durable socks, but it may benefit from more detailed and informative reviews.

Frequently Asked Questions

Are the reviews for COTTON DAY Women's Combed Cotton Colored... real?

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Based on our AI analysis, approximately 89% of reviews appear authentic, while 11% show patterns consistent with potentially fake or incentivized reviews. Overall, you can trust most reviews for this product.

How does RateBud detect fake reviews?

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Our AI analyzes multiple factors including review timing patterns, language similarity, reviewer history, and purchase verification. For this product, we analyzed 372 reviews to calculate the trust score.

Should I buy COTTON DAY Women's Combed Cotton Colored...?

▼

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 372 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

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