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 80% (Grade B). 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 MLILY Tri-Fold Memory Foam Mattress, 4 inch Full Folding Mattress with Collapsible and Washable Cover, Travel and Guest Mat, 75"×54"×4", Grey

MLILY Tri-Fold Memory Foam Mattress, 4 inch Full Folding Mattress with Collapsible and Washable Cover, Travel and Guest Mat, 75"×54"×4", Grey

Name: MLILY Tri-Fold Memory Foam Mattress, 4 inch Full Folding Mattress with Collapsible and Washable Cover, Travel and Guest Mat, 75"×54"×4", Grey
Brand: MLILY
SKU: B0BVVW7TRN
Price: 111.22 USD
Availability: InStock
Rating: 4.4 (3192 reviews)

4.4(3,192 reviews)

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

Excellent

Trust Score

How trustworthy are the reviews for this product?

✓ Reviews appear trustworthy

Analysis Summary

The MLILY Tri-Fold Memory Foam Mattress has a strong overall score of 80/100, driven by its high product consistency and review velocity, indicating a reliable and popular choice among customers. However, the relatively low reviewer credibility and seller reputation scores raise some concerns about the validity of the reviews and the brand's trustworthiness. Despite this, the high review content quality and positive rating of 4.4/5 suggest that customers are generally satisfied with the product's performance and value.

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

82%

Authenticity

comfortable(5)easy to fold(8)great support(11)highly recommend(14)

Positive

Natural phrases

Critical

Genuine concerns

Suspicious

Generic phrases

Language Authenticity

Vocabulary Diversity94%

Natural Language Flow85%

Unique Phrasing88%

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

Recommendation

✅ Recommended

Analysis Date

July 13, 2025

Total Reviews

3,192 reviews analyzed

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✨ Generally Trusted Product

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Grade BMLILY Tri-Fold Memory Foam Mattress, 4 inch Full Folding Mattress with Collapsible and Washable Cover, Travel and Guest Mat, 75"×54"×4", Grey