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 82% (Grade C). 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, 17Kpa 650W Bed Vacuum Cleaner, 273nm UV-C Light & Ultrasonic 145°F Heating, 80000 RPM/Min Brushroll Rotation, Wide Suction Port for Pillows Cribs Sofa, Black Corded

Mattress Vacuum Cleaner, 17Kpa 650W Bed Vacuum Cleaner, 273nm UV-C Light & Ultrasonic 145°F Heating, 80000 RPM/Min Brushroll Rotation, Wide Suction Port for Pillows Cribs Sofa, Black Corded

Name: Mattress Vacuum Cleaner, 17Kpa 650W Bed Vacuum Cleaner, 273nm UV-C Light & Ultrasonic 145°F Heating, 80000 RPM/Min Brushroll Rotation, Wide Suction Port for Pillows Cribs Sofa, Black Corded
Brand: Mattress
SKU: B0DJR2PCXR
Price: 56.97 USD
Availability: InStock
Rating: 4.5 (754 reviews)

4.5(754 reviews)

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

Last analyzed: November 11, 2025

0%🟡

Good

Trust Score

How trustworthy are the reviews for this product?

✓ Reviews appear trustworthy

Analysis Summary

Analysis is 42.3 days old. Re-run to get the latest review data and insights.

Based on the analysis, this Mattress Vacuum Cleaner has received an overall score of 82/100, with a 4.5-star rating from 12 reviews. The product's high consistency and credibility scores suggest it's a reliable option, but the relatively low review content quality score indicates that some reviews may lack detail or be biased. Despite this, the product's strong performance and seller reputation make it a trustworthy choice for consumers looking for a versatile and effective bed vacuum cleaner.

Review Timeline

Review patterns over time - spikes may indicate manipulation

90%

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

53%

Authenticity

amazing(5)excellent(8)great(11)perfect(14)

Positive

Natural phrases

Critical

Genuine concerns

Suspicious

Generic phrases

Language Authenticity

Vocabulary Diversity100%

Natural Language Flow78%

Unique Phrasing92%

Caution: Some phrases appear unusually frequently. This may indicate coordinated reviews or templated responses.

Recommendation

✅ Recommended

Analysis Date

November 11, 2025

Total Reviews

754 reviews analyzed

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✨ Good Quality Product

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Grade CMattress Vacuum Cleaner, 17Kpa 650W Bed Vacuum Cleaner, 273nm UV-C Light & Ultrasonic 145°F Heating, 80000 RPM/Min Brushroll Rotation, Wide Suction Port for Pillows Cribs Sofa, Black Corded