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 86.525% (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.

Beanies & Knit Hats, Made in USA by HAAKWEAR, Premium Acrylic Knit Cuffed Beanie, Winter Hat, Unisex Cap

Name: Beanies & Knit Hats, Made in USA by HAAKWEAR, Premium Acrylic Knit Cuffed Beanie, Winter Hat, Unisex Cap
Brand: Beanies
SKU: B0CB4WL7JV
Price: 29 USD
Availability: InStock
Rating: 3.7 (7 reviews)

3.7(7 reviews)

AI-powered analysis of this product's reviews to help you make an informed purchase decision.

Last analyzed: December 11, 2025

0%🟢

Very Good

Trust Score

How trustworthy are the reviews for this product?

✓ Reviews appear trustworthy

Analysis Summary

Analysis is 38.1 days old. Re-run to get the latest review data and insights.

Based on the analysis, this US-made beanie from Haakwear has a strong overall score of 86.525, indicating a generally positive customer experience. However, a lower seller reputation score of 78/100 raises some concerns about Haakwear's consistency in delivering high-quality products and customer service. Despite this, the product's high consistency score of 94/100 suggests that Haakwear is generally reliable in producing quality beanies.

Review Timeline

Review patterns over time - spikes may indicate manipulation

85%

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

89%

Authenticity

top-notch(5)perfect fit(8)

Positive

Natural phrases

Critical

Genuine concerns

Suspicious

Generic phrases

Language Authenticity

Vocabulary Diversity100%

Natural Language Flow73%

Unique Phrasing97%

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

Recommendation

✅ Recommended

Analysis Date

December 11, 2025

Total Reviews

7 reviews analyzed

Understanding This Trust Score

Beanies & Knit Hats, Made in USA by HAAKWEAR, Premium Acryli... received a Grade B with a trust score of 86.525/100. 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 Beanies & Knit Hats, Made in USA by HAAKWEAR, Prem..., here are the most common themes and opinions shared by verified buyers:

✓ Commonly Praised:

top-notch (5x)perfect fit (8x)

Overall sentiment: Based on the analysis, this US-made beanie from Haakwear has a strong overall score of 86.525, indicating a generally positive customer experience. However, a lower seller reputation score of 78/100 raises some concerns about Haakwear's consistency in delivering high-quality products and customer service. Despite this, the product's high consistency score of 94/100 suggests that Haakwear is generally reliable in producing quality beanies.

Frequently Asked Questions

Are the reviews for Beanies & Knit Hats, Made in USA by HAAK... real?

▼

Based on our AI analysis, approximately 86.525% of reviews appear authentic, while 13.474999999999994% 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 7 reviews to calculate the trust score.

Should I buy Beanies & Knit Hats, Made in USA by HAAK...?

▼

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 for [object Object]

This product has 7 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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Grade BBeanies & Knit Hats, Made in USA by HAAKWEAR, Premium Acrylic Knit Cuffed Beanie, Winter Hat, Unisex Cap