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 88% (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.

Product image of GAOY Cat Eye Gel Nail Polish Set with Magnet for Blue Glitter Holographic Cat Eye, Salon Gel Manicure and Nail Art DIY at Home, Mermaid's Tears

GAOY Cat Eye Gel Nail Polish Set with Magnet for Blue Glitter Holographic Cat Eye, Salon Gel Manicure and Nail Art DIY at Home, Mermaid's Tears

Name: GAOY Cat Eye Gel Nail Polish Set with Magnet for Blue Glitter Holographic Cat Eye, Salon Gel Manicure and Nail Art DIY at Home, Mermaid's Tears
Brand: GAOY
SKU: B0DC9LVBZ6
Price: 13.99 USD
Availability: InStock
Rating: 4.3 (2880 reviews)

4.3(2,880 reviews)

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

Excellent

Trust Score

How trustworthy are the reviews for this product?

✓ Reviews appear trustworthy

Analysis Summary

The GAOY Cat Eye Gel Nail Polish Set has received overwhelmingly positive reviews, with an overall score of 88/100, indicating a high level of customer satisfaction with its quality and performance. The product's excellent review content quality, high review velocity, and strong reviewer credibility all contribute to its trustworthiness, making it a reliable choice for at-home nail care. However, some concerns arise from the seller's relatively lower reputation score, which may impact the overall buying experience, despite the product's consistency and brand trust being well-established.

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

easy to use(5)good quality(8)love it(11)

Positive

Natural phrases

Critical

Genuine concerns

Suspicious

Generic phrases

Language Authenticity

Vocabulary Diversity98%

Natural Language Flow100%

Unique Phrasing95%

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

Recommendation

✅ Recommended

Analysis Date

July 31, 2025

Total Reviews

2,880 reviews analyzed

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✨ Highly Trusted Product

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Grade AGAOY Cat Eye Gel Nail Polish Set with Magnet for Blue Glitter Holographic Cat Eye, Salon Gel Manicure and Nail Art DIY at Home, Mermaid's Tears