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.

✅ Glass Nail Files Double Side Polish Crystal Fingernail File with Case Manicure Salon Nail Care for Women Girls Pink Green Blue, 240 Grit, 3 Pack Review Analysis

Name: Glass Nail Files Double Side Polish Crystal Fingernail File with Case Manicure Salon Nail Care for Women Girls Pink Green Blue, 240 Grit, 3 Pack
Brand: Glass
SKU: B0F219PFNQ
Price: 5.99 USD
Availability: InStock
Rating: 4.5 (568 reviews)

Analysis Summary

Analysis is 51.5 days old. Re-run to get the latest review data and insights.

Based on the analysis, this product from brand GE has received overwhelmingly positive reviews, with an average rating of 4.5/5 from 8 reviewers. The high scores for Reviewer Credibility and Review Distribution suggest that the reviews are genuine and representative of the target audience. However, the relatively low Seller Reputation score of 78/100 indicates that the seller may not have a strong track record of customer satisfaction, which could be a concern for some consumers.

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

81%

Authenticity

great quality(5)fair price(8)salon-quality tool(11)

Positive

Natural phrases

Critical

Genuine concerns

Suspicious

Generic phrases

Language Authenticity

Vocabulary Diversity95%

Natural Language Flow83%

Unique Phrasing94%

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

Recommendation

✅ Recommended

Analysis Date

November 28, 2025

Total Reviews

568 reviews analyzed

Understanding This Trust Score

Glass Nail Files Double Side Polish Crystal Fingernail File ... 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 Glass Nail Files Double Side Polish Crystal Finger..., here are the most common themes and opinions shared by verified buyers:

✓ Commonly Praised:

great quality (5x)fair price (8x)

Overall sentiment: Based on the analysis, this product from brand GE has received overwhelmingly positive reviews, with an average rating of 4.5/5 from 8 reviewers. The high scores for Reviewer Credibility and Review Distribution suggest that the reviews are genuine and representative of the target audience. However, the relatively low Seller Reputation score of 78/100 indicates that the seller may not have a strong track record of customer satisfaction, which could be a concern for some consumers.

Frequently Asked Questions

Are the reviews for Glass Nail Files Double Side Polish Crys... 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 568 reviews to calculate the trust score.

Should I buy Glass Nail Files Double Side Polish Crys...?

▼

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 568 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