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 85% (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?

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Automotive Engine Performance (Halderman Automotive Series)

Name: Automotive Engine Performance (Halderman Automotive Series)
Brand: Automotive
SKU: 0134074912
Price: 185.94 USD
Availability: InStock
Rating: 4.7 (74 reviews)

4.7(74 reviews)

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

Last analyzed: October 24, 2025

0%🟢

Very Good

Trust Score

How trustworthy are the reviews for this product?

✓ Reviews appear trustworthy

Analysis Summary

Analysis is 44.6 days old. Re-run to get the latest review data and insights.

Based on the analysis, the Automotive Engine Performance product from Halderman has a strong overall score of 85/100, with a high rating of 4.7/5 from 6 reviews. The product's credibility is boosted by the reviewers' high level of expertise, as indicated by a 95/100 credibility score. However, the seller's reputation and product consistency scores are slightly lower, suggesting that customers may experience some variability in their purchases.

Review Timeline

Review patterns over time - spikes may indicate manipulation

90%

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

79%

Authenticity

good book(5)thank you(8)

Positive

Natural phrases

Critical

Genuine concerns

Suspicious

Generic phrases

Language Authenticity

Vocabulary Diversity100%

Natural Language Flow66%

Unique Phrasing100%

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

Recommendation

✅ Recommended

Analysis Date

October 24, 2025

Total Reviews

74 reviews analyzed

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✨ High Quality Product

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Grade BAutomotive Engine Performance (Halderman Automotive Series)