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 93% (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 Shark | Pet Cordless Vacuum Cleaner | LED Headlights | Removable Handheld Vacuum for Pet Hair | Crevice Tool & Pet Multi-Tool Included | 40min Runtime | For Carpet & Hard Floors | Grey | IX141

Shark | Pet Cordless Vacuum Cleaner | LED Headlights | Removable Handheld Vacuum for Pet Hair | Crevice Tool & Pet Multi-Tool Included | 40min Runtime | For Carpet & Hard Floors | Grey | IX141

4.2(11,110 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 the analysis, this Shark pet cordless vacuum cleaner has received overwhelmingly positive reviews, with a 4.2/5 rating and 93/100 overall score. The high review velocity and credibility of reviewers suggest that this product is reliable and effective for pet owners, particularly in cleaning carpets and hard floors. However, the relatively lower seller reputation score of 78/100 indicates that some customers may have had issues with the seller's customer service or shipping.

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

81%

Authenticity

game changer(5)easy to assemble(8)good suction(11)

Positive

Natural phrases

Critical

Genuine concerns

Suspicious

Generic phrases

Language Authenticity

Vocabulary Diversity100%

Natural Language Flow87%

Unique Phrasing98%

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

Recommendation

✅ Recommended

Analysis Date

September 11, 2025

Total Reviews

11,110 reviews analyzed

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✨ Premium Quality Product

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