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 82% (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.

Product image of Vehiclex Heavy-Duty Trailer Hitch Pin Lock – 5/8" Locking Hitch Pin with 4-5/8" Effective Span for 3" and 3.5" Receivers – Class IV & V Hitch Security with Unique Tubular Key

Vehiclex Heavy-Duty Trailer Hitch Pin Lock – 5/8" Locking Hitch Pin with 4-5/8" Effective Span for 3" and 3.5" Receivers – Class IV & V Hitch Security with Unique Tubular Key

Name: Vehiclex Heavy-Duty Trailer Hitch Pin Lock – 5/8" Locking Hitch Pin with 4-5/8" Effective Span for 3" and 3.5" Receivers – Class IV & V Hitch Security with Unique Tubular Key
Brand: Vehiclex
SKU: B0DNTXRHRZ
Price: 28.95 USD
Availability: InStock
Rating: 4.6 (660 reviews)

4.6(660 reviews)

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

0%🟡

Good

Trust Score

How trustworthy are the reviews for this product?

✓ Reviews appear trustworthy

Analysis Summary

The Vehiclex Heavy-Duty Trailer Hitch Pin Lock has received overwhelmingly positive reviews, with an average rating of 4.6/5 from 13 reviewers, indicating a high level of customer satisfaction. The product's consistency and review content quality are particularly strong, suggesting that it is a reliable and effective security solution for trailer hitches. However, some concerns exist regarding reviewer credibility and seller reputation, which, although not major, may warrant a closer look by potential buyers.

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

89%

Authenticity

works great(5)good quality(8)

Positive

Natural phrases

Critical

Genuine concerns

Suspicious

Generic phrases

Language Authenticity

Vocabulary Diversity100%

Natural Language Flow75%

Unique Phrasing95%

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

Recommendation

✅ Recommended

Analysis Date

August 10, 2025

Total Reviews

660 reviews analyzed

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✨ High Quality Product

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Grade BVehiclex Heavy-Duty Trailer Hitch Pin Lock – 5/8" Locking Hitch Pin with 4-5/8" Effective Span for 3" and 3.5" Receivers – Class IV & V Hitch Security with Unique Tubular Key