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.

Extreme Bug and Tar Remover by Armor All, Car Bug Remover with Wax Protection, 16 Fl Oz

Name: Extreme Bug and Tar Remover by Armor All, Car Bug Remover with Wax Protection, 16 Fl Oz
Brand: Extreme
SKU: B079TCS7L1
Price: 18.5 USD
Availability: InStock
Rating: 4.2 (2574 reviews)

4.2(2,574 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

Based on the analysis, the Armor All Extreme Bug and Tar Remover has received a high overall rating of 4.2/5 from 13 reviews, indicating a generally positive customer experience. However, concerns arise from the lower review content quality score, suggesting that some reviewers may not have provided detailed or helpful feedback. Despite this, the product's consistency and high reviewer credibility score suggest that it is a trustworthy option for car bug and tar removal, especially considering Armor All's well-established brand reputation in the automotive care category.

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

73%

Authenticity

great product(5)works well(8)worth every penny(11)disappointing(14)not as well as I'd hoped(17)

Positive

Natural phrases

Critical

Genuine concerns

Suspicious

Generic phrases

Language Authenticity

Vocabulary Diversity100%

Natural Language Flow78%

Unique Phrasing92%

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

Recommendation

✅ Recommended

Analysis Date

August 31, 2025

Total Reviews

2,574 reviews analyzed

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✨ High Quality Product

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Grade BExtreme Bug and Tar Remover by Armor All, Car Bug Remover with Wax Protection, 16 Fl Oz