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 94% (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 Mattress Vacuum Cleaner, Handheld UV Bed Vacuum Cleaner 16KPa & 12800 Vibrations Per/Min Upgraded Effectively Clean Up Bed, Pillows, Cloth Sofas, Carpets and Ther Fabric Surfaces

Mattress Vacuum Cleaner, Handheld UV Bed Vacuum Cleaner 16KPa & 12800 Vibrations Per/Min Upgraded Effectively Clean Up Bed, Pillows, Cloth Sofas, Carpets and Ther Fabric Surfaces

Name: Mattress Vacuum Cleaner, Handheld UV Bed Vacuum Cleaner 16KPa & 12800 Vibrations Per/Min Upgraded Effectively Clean Up Bed, Pillows, Cloth Sofas, Carpets and Ther Fabric Surfaces
Brand: Mattress
SKU: B0B9M8BQZK
Price: 59.99 USD
Availability: InStock
Rating: 4.3 (1305 reviews)

4.3(1,305 reviews)

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

Last analyzed: November 11, 2025

0%🟢

Excellent

Trust Score

How trustworthy are the reviews for this product?

✓ Reviews appear trustworthy

Analysis Summary

Analysis is 42.2 days old. Re-run to get the latest review data and insights.

Based on this analysis, the Mattress Vacuum Cleaner has received overwhelmingly positive reviews, with a 4.3/5 rating and a 94/100 overall score. The high scores for Review Content Quality, Review Velocity, and Reviewer Credibility suggest that the reviews are genuine, timely, and from credible sources, making the product trustworthy. However, the lower scores for Seller Reputation and Review Distribution indicate potential concerns about the seller's reliability and the reviews' representation of the product's performance in various contexts.

Review Timeline

Review patterns over time - spikes may indicate manipulation

93%

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 machine(5)easy to use(8)powerful suction(11)

Positive

Natural phrases

Critical

Genuine concerns

Suspicious

Generic phrases

Language Authenticity

Vocabulary Diversity95%

Natural Language Flow87%

Unique Phrasing90%

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

Recommendation

✅ Recommended

Analysis Date

November 11, 2025

Total Reviews

1,305 reviews analyzed

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✨ Premium Quality Product

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Grade AMattress Vacuum Cleaner, Handheld UV Bed Vacuum Cleaner 16KPa & 12800 Vibrations Per/Min Upgraded Effectively Clean Up Bed, Pillows, Cloth Sofas, Carpets and Ther Fabric Surfaces