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 69% (Grade C). 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.

Titan 21095 4-Piece 1/2-Inch Drive Non-marring Impact Deep Lug Nut Socket Set

Name: Titan 21095 4-Piece 1/2-Inch Drive Non-marring Impact Deep Lug Nut Socket Set
Brand: Titan
SKU: B01NAEF0U5
Price: 29.63 USD
Availability: InStock
Rating: 4.5 (3959 reviews)

4.5(3,959 reviews)

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

Good

Trust Score

How trustworthy are the reviews for this product?

⚠ Exercise caution when purchasing

Analysis Summary

This analysis appears to be misclassified as a clothing product, as the item in question is actually a tool set. Despite this discrepancy, the review analysis suggests that the Titan 21095 socket set has a strong overall rating and review velocity, indicating a positive reception from customers. However, concerns arise from the low Brand Trust score and mediocre Reviewer Credibility, which may impact the validity of the reviews and the brand's reputation in the tools and equipment category, rather than clothing.

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

77%

Authenticity

Great product(5)As described(8)Perfect(11)

Positive

Natural phrases

Critical

Genuine concerns

Suspicious

Generic phrases

Language Authenticity

Vocabulary Diversity100%

Natural Language Flow76%

Unique Phrasing100%

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

Recommendation

⚠️ Use Caution

Analysis Date

June 29, 2025

Total Reviews

3,959 reviews analyzed

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Grade CTitan 21095 4-Piece 1/2-Inch Drive Non-marring Impact Deep Lug Nut Socket Set