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 93% (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 Onyx Professional Coconut Scented Nail Polish Remover with Nail File, 16 oz, Maximum Strength Soak Off Gel Polish Remover, Vitamin E & Grape Seed Oil Enriched Nourishing Formula

Onyx Professional Coconut Scented Nail Polish Remover with Nail File, 16 oz, Maximum Strength Soak Off Gel Polish Remover, Vitamin E & Grape Seed Oil Enriched Nourishing Formula

Name: Onyx Professional Coconut Scented Nail Polish Remover with Nail File, 16 oz, Maximum Strength Soak Off Gel Polish Remover, Vitamin E & Grape Seed Oil Enriched Nourishing Formula
Brand: Onyx
SKU: B07RQH7X1Z
Price: 12.99 USD
Availability: InStock
Rating: 4.6 (21623 reviews)

4.6(21,623 reviews)

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

Last analyzed: December 30, 2025

0%🟢

Excellent

Trust Score

How trustworthy are the reviews for this product?

✓ Reviews appear trustworthy

Analysis Summary

Based on the analysis, this Onyx Professional Coconut Scented Nail Polish Remover has received overwhelmingly positive reviews from a small group of customers, with an average rating of 4.6 out of 5 stars. The product's nourishing formula and effectiveness in removing gel polish have been praised, but its consistency and seller reputation are slightly lower than expected. Overall, this product appears to be trustworthy, but further reviews are needed to confirm its long-term performance and seller reliability.

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

81%

Authenticity

must-have(5)salon-level removal(8)gets the job done(11)

Positive

Natural phrases

Critical

Genuine concerns

Suspicious

Generic phrases

Language Authenticity

Vocabulary Diversity100%

Natural Language Flow92%

Unique Phrasing96%

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

Recommendation

✅ Recommended

Analysis Date

December 30, 2025

Total Reviews

21,623 reviews analyzed

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Grade AOnyx Professional Coconut Scented Nail Polish Remover with Nail File, 16 oz, Maximum Strength Soak Off Gel Polish Remover, Vitamin E & Grape Seed Oil Enriched Nourishing Formula