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 95% (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?

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.

Darn Tough Women's Bear Town Micro Crew Lightweigh...: Grade A — 5% Suspicious Reviews

Name: Darn Tough Women's Bear Town Micro Crew Lightweight with Cushion Sock (Style 1970) -
Brand: Darn
SKU: B07QNTT4D9
Price: 24.95 USD
Availability: InStock
Rating: 4.8 (3399 reviews)

Analysis Summary

Analysis is 37.5 days old. Re-run to get the latest review data and insights.

Based on the analysis, this Darn Tough Women's Bear Town Micro Crew Lightweight with Cushion Sock has received overwhelmingly positive reviews, with an overall score of 95/100 and a 4.8/5 rating. Reviewers praise the product's quality, comfort, and consistency, which aligns with Darn Tough's reputation for producing high-quality, long-lasting socks. However, the relatively low brand trust score of 72/100 suggests that some customers may have concerns about the brand's reliability or customer service, which is worth considering when making a purchase.

Review Timeline

Review patterns over time - spikes may indicate manipulation

92%

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

93%

Authenticity

comfortable(5)great quality(8)high quality(11)durable(14)

Positive

Natural phrases

Critical

Genuine concerns

Suspicious

Generic phrases

Language Authenticity

Vocabulary Diversity100%

Natural Language Flow74%

Unique Phrasing93%

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

Recommendation

✅ Recommended

Analysis Date

December 12, 2025

Total Reviews

3,399 reviews analyzed

Understanding This Trust Score

Darn Tough Women's Bear Town Micro Crew Lightweight with Cus... received a Grade A with a trust score of 95/100. 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 Darn Tough Women's Bear Town Micro Crew Lightweigh..., here are the most common themes and opinions shared by verified buyers:

✓ Commonly Praised:

comfortable (5x)great quality (8x)high quality (11x)durable (14x)

Overall sentiment: Based on the analysis, this Darn Tough Women's Bear Town Micro Crew Lightweight with Cushion Sock has received overwhelmingly positive reviews, with an overall score of 95/100 and a 4.8/5 rating. Reviewers praise the product's quality, comfort, and consistency, which aligns with Darn Tough's reputation for producing high-quality, long-lasting socks. However, the relatively low brand trust score of 72/100 suggests that some customers may have concerns about the brand's reliability or customer service, which is worth considering when making a purchase.

Frequently Asked Questions

Are the reviews for Darn Tough Women's Bear Town Micro Crew ... real?

▼

Based on our AI analysis, approximately 95% of reviews appear authentic, while 5% 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 3,399 reviews to calculate the trust score.

Should I buy Darn Tough Women's Bear Town Micro Crew ...?

▼

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 for [object Object]

This product has 3,399 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

As an Amazon Associate I earn from qualifying purchases