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 79% (Grade B). Scores above 80% indicate highly trustworthy reviews, 60-79% are generally reliable, and below 60% suggest caution.

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Atrix VACBP10 HEPA Backpack Vacuum with Additional Filters, Premium Bundle, Black

Name: Atrix VACBP10 HEPA Backpack Vacuum with Additional Filters, Premium Bundle, Black
Brand: Atrix
SKU: B09NCGNBC8
Price: 199 USD
Availability: InStock
Rating: 4.2 (3365 reviews)

4.2(3,365 reviews)

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

0%🟠

Fair

Trust Score

How trustworthy are the reviews for this product?

✓ Reviews appear trustworthy

Analysis Summary

The Atrix VACBP10 HEPA Backpack Vacuum has a strong overall rating of 4.2/5 from 9 reviews, indicating a generally positive reception from customers. However, the relatively low reviewer credibility score of 72/100 raises some concerns about the authenticity of the reviews. On the other hand, the product's high consistency score of 96/100 suggests that customers can expect reliable performance from the vacuum, making it a trustworthy option for those in need of a backpack vacuum.

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

79%

Authenticity

game changer(5)great suction power(8)

Positive

Natural phrases

Critical

Genuine concerns

Suspicious

Generic phrases

Language Authenticity

Vocabulary Diversity99%

Natural Language Flow86%

Unique Phrasing96%

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

Recommendation

✅ Recommended

Analysis Date

August 13, 2025

Total Reviews

3,365 reviews analyzed

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✨ High Quality Product

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Grade BAtrix VACBP10 HEPA Backpack Vacuum with Additional Filters, Premium Bundle, Black