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 81% (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.

GEARWRENCH 3 Piece 1/2" Drive High-Strength Wheel Protector Impact Metric Socket Set | 84946

Name: GEARWRENCH 3 Piece 1/2" Drive High-Strength Wheel Protector Impact Metric Socket Set | 84946
Brand: GEARWRENCH
SKU: B00CT9LQSK
Price: 24.43 USD
Availability: InStock
Rating: 4.7 (877 reviews)

4.7(877 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

This analysis appears to be misclassified as a clothing product, as the item in question is actually a tool set. Considering the actual category, the GEARWRENCH 3 Piece 1/2" Drive High-Strength Wheel Protector Impact Metric Socket Set has a strong overall score of 81/100, driven by high review velocity and product consistency. However, the seller reputation score of 70/100 is a concern, suggesting that buyers should exercise caution when purchasing from this seller, despite the brand's overall trustworthiness and high-quality reviews.

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

80%

Authenticity

protective socket(5)impact wrench(8)alloy wheels(11)

Positive

Natural phrases

Critical

Genuine concerns

Suspicious

Generic phrases

Language Authenticity

Vocabulary Diversity92%

Natural Language Flow84%

Unique Phrasing96%

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

Recommendation

✅ Recommended

Analysis Date

June 29, 2025

Total Reviews

877 reviews analyzed

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✨ Generally Trusted Product

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Grade BGEARWRENCH 3 Piece 1/2" Drive High-Strength Wheel Protector Impact Metric Socket Set | 84946