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 95% (Grade A). 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 Amazon Basics Upright Bagless Vacuum Cleaner for Carpet and Hard Floors, With Crevice and Upholstery Tools, Detachable Handle, Lightweight (8.4 lbs), 1.7L Dust Cup, 720W, 25ft Cord, Black/White

Amazon Basics Upright Bagless Vacuum Cleaner for Carpet and Hard Floors, With Crevice and Upholstery Tools, Detachable Handle, Lightweight (8.4 lbs), 1.7L Dust Cup, 720W, 25ft Cord, Black/White

Name: Amazon Basics Upright Bagless Vacuum Cleaner for Carpet and Hard Floors, With Crevice and Upholstery Tools, Detachable Handle, Lightweight (8.4 lbs), 1.7L Dust Cup, 720W, 25ft Cord, Black/White
Brand: Amazon
SKU: B0BN5F6MJY
Price: 54.98 USD
Availability: InStock
Rating: 4.3 (2298 reviews)

4.3(2,298 reviews)

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

0%🟢

Excellent

Trust Score

How trustworthy are the reviews for this product?

✓ Reviews appear trustworthy

Analysis Summary

Based on this review analysis, the Amazon Basics Upright Bagless Vacuum Cleaner has received overwhelmingly positive feedback from reviewers, with a 4.3/5 rating and 95/100 overall score. The high review content quality, velocity, and credibility suggest that the reviews are genuine and trustworthy, which is reassuring given Amazon's brand reputation for quality products. However, the relatively lower seller reputation score (78/100) raises some concerns about the reliability of the seller, which may impact the overall customer experience.

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

91%

Authenticity

great suction(5)lightweight(8)easy to assemble(11)

Positive

Natural phrases

Critical

Genuine concerns

Suspicious

Generic phrases

Language Authenticity

Vocabulary Diversity91%

Natural Language Flow96%

Unique Phrasing92%

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

Recommendation

✅ Recommended

Analysis Date

September 30, 2025

Total Reviews

2,298 reviews analyzed

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✨ Premium Quality Product

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Grade AAmazon Basics Upright Bagless Vacuum Cleaner for Carpet and Hard Floors, With Crevice and Upholstery Tools, Detachable Handle, Lightweight (8.4 lbs), 1.7L Dust Cup, 720W, 25ft Cord, Black/White