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 94% (Grade A). Scores above 80% indicate highly trustworthy reviews, 60-79% are generally reliable, and below 60% suggest caution.

Is RateBud's review analysis free?

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✅ Mcool Mary Womens Ruffle Socks, Cute Ankle Breathable Knit Cotton Frilly Sock 6 Pack Review Analysis

Name: Mcool Mary Womens Ruffle Socks, Cute Ankle Breathable Knit Cotton Frilly Sock 6 Pack
Brand: Mcool
SKU: B0DRFR83JK
Price: 11.89 USD
Availability: InStock
Rating: 4.7 (7291 reviews)

Analysis Summary

Analysis is 69.2 days old. Re-run to get the latest review data and insights.

Based on the analysis, the Mcool Mary Womens Ruffle Socks have received overwhelmingly positive reviews from a small but credible group of customers, with a rating of 4.7 out of 5 stars. The high review content quality and reviewer credibility scores suggest that customers are genuinely satisfied with the product's comfort and style, but the lower brand trust score may raise some concerns about the company's reliability. Overall, this product appears to be a trustworthy option for customers looking for cute and breathable socks, but it's essential to be aware of the relatively low brand reputation score.

Review Timeline

Review patterns over time - spikes may indicate manipulation

95%

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

91%

Authenticity

super cute(5)great quality(8)very comfortable(11)

Positive

Natural phrases

Critical

Genuine concerns

Suspicious

Generic phrases

Language Authenticity

Vocabulary Diversity100%

Natural Language Flow69%

Unique Phrasing91%

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

Recommendation

✅ Recommended

Analysis Date

November 10, 2025

Total Reviews

7,291 reviews analyzed

Understanding This Trust Score

Mcool Mary Womens Ruffle Socks, Cute Ankle Breathable Knit C... received a Grade A with a trust score of 94/100. This product has earned our highest trust rating. The review patterns show authentic customer feedback with natural language variation, consistent timing, and verified purchases. You can shop with confidence.

What This Means:

•Reviews show natural language diversity
•No suspicious timing patterns detected
•High percentage of verified purchases
•Review velocity matches expected sales patterns

What Reviewers Are Saying

Based on our analysis of customer reviews for Mcool Mary Womens Ruffle Socks, Cute Ankle Breatha..., here are the most common themes and opinions shared by verified buyers:

✓ Commonly Praised:

super cute (5x)great quality (8x)very comfortable (11x)

Overall sentiment: Based on the analysis, the Mcool Mary Womens Ruffle Socks have received overwhelmingly positive reviews from a small but credible group of customers, with a rating of 4.7 out of 5 stars. The high review content quality and reviewer credibility scores suggest that customers are genuinely satisfied with the product's comfort and style, but the lower brand trust score may raise some concerns about the company's reliability. Overall, this product appears to be a trustworthy option for customers looking for cute and breathable socks, but it's essential to be aware of the relatively low brand reputation score.

Frequently Asked Questions

Are the reviews for Mcool Mary Womens Ruffle Socks, Cute Ank... real?

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Based on our AI analysis, approximately 94% of reviews appear authentic, while 6% 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 7,291 reviews to calculate the trust score.

Should I buy Mcool Mary Womens Ruffle Socks, Cute Ank...?

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

Shopping Tips

This product has 7,291 reviews with a Grade A 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.

✨ Premium Quality Product

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