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 91% (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.

Migbean Womens Seamless Boy Shorts Underwear Soft Stretch Boxer Shorts Briefs No Show Panties 2 Packs Black Grey

Name: Migbean Womens Seamless Boy Shorts Underwear Soft Stretch Boxer Shorts Briefs No Show Panties 2 Packs Black Grey
Brand: Migbean
SKU: B09FKD2C3T
Price: 13.99 USD
Availability: InStock
Rating: 4.5 (4822 reviews)

4.5(4,822 reviews)

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

Last analyzed: November 1, 2025

0%🟢

Excellent

Trust Score

How trustworthy are the reviews for this product?

✓ Reviews appear trustworthy

Analysis Summary

Analysis is 78.1 days old. Re-run to get the latest review data and insights.

Based on the analysis, this product from migbean has received overwhelmingly positive reviews, with a 4.5/5 rating and a high overall score of 91/100. The product's consistency and reviewer credibility are particularly strong, suggesting that it is a reliable choice for customers. However, the brand trust score is lower than expected, which may be a concern for some customers who are new to the brand.

Review Timeline

Review patterns over time - spikes may indicate manipulation

93%

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

very comfortable(5)high quality(8)soft fabric(11)

Positive

Natural phrases

Critical

Genuine concerns

Suspicious

Generic phrases

Language Authenticity

Vocabulary Diversity100%

Natural Language Flow81%

Unique Phrasing97%

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

Recommendation

✅ Recommended

Analysis Date

November 1, 2025

Total Reviews

4,822 reviews analyzed

Understanding This Trust Score

Migbean Womens Seamless Boy Shorts Underwear Soft Stretch Bo... received a Grade A with a trust score of 91/100. 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 Migbean Womens Seamless Boy Shorts Underwear Soft ..., here are the most common themes and opinions shared by verified buyers:

✓ Commonly Praised:

very comfortable (5x)soft fabric (11x)

Overall sentiment: Based on the analysis, this product from migbean has received overwhelmingly positive reviews, with a 4.5/5 rating and a high overall score of 91/100. The product's consistency and reviewer credibility are particularly strong, suggesting that it is a reliable choice for customers. However, the brand trust score is lower than expected, which may be a concern for some customers who are new to the brand.

Frequently Asked Questions

Are the reviews for Migbean Womens Seamless Boy Shorts Under... real?

▼

Based on our AI analysis, approximately 91% of reviews appear authentic, while 9% 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 4,822 reviews to calculate the trust score.

Should I buy Migbean Womens Seamless Boy Shorts Under...?

▼

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 4,822 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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Grade AMigbean Womens Seamless Boy Shorts Underwear Soft Stretch Boxer Shorts Briefs No Show Panties 2 Packs Black Grey