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 88% (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.

✅ MLILY Full Size Memory Foam Mattress, 10 Inch Medium Support Mattress in A Box, Manchester United, Cool Sleep & Pressure Relief, Made in The USA of US Foam and Global Materials, CertiPUR-US Certified Review Analysis

Name: MLILY Full Size Memory Foam Mattress, 10 Inch Medium Support Mattress in A Box, Manchester United, Cool Sleep & Pressure Relief, Made in The USA of US Foam and Global Materials, CertiPUR-US Certified
Brand: MLILY
SKU: B0CB86X9DK
Price: 239.99 USD
Availability: InStock
Rating: 4.5 (445 reviews)

Analysis Summary

Analysis is 89.5 days old. Re-run to get the latest review data and insights.

Based on the analysis, the MLILY Full Size Memory Foam Mattress has received an overall score of 88/100, indicating a generally positive review experience. The high reviewer credibility and product consistency scores suggest that the product is trustworthy and reliable, but the lower review content quality and seller reputation scores raise some concerns about the depth and accuracy of reviews, as well as the seller's reliability. Overall, this product seems to be a solid choice for those looking for a medium-support mattress, but it's essential to consider these potential drawbacks when making a purchase.

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

79%

Authenticity

very comfortable(5)great value for price(8)

Positive

Natural phrases

Critical

Genuine concerns

Suspicious

Generic phrases

Language Authenticity

Vocabulary Diversity96%

Natural Language Flow91%

Unique Phrasing97%

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

Recommendation

✅ Recommended

Analysis Date

October 21, 2025

Total Reviews

445 reviews analyzed

Understanding This Trust Score

MLILY Full Size Memory Foam Mattress, 10 Inch Medium Support... received a Grade B with a trust score of 88/100. This product shows mostly genuine review patterns with minor concerns. The majority of reviews appear authentic, though some indicators suggest a small percentage may be incentivized or less reliable.

What This Means:

•Most reviews appear authentic
•Some minor patterns warrant attention
•Overall trustworthy for purchase decisions
•Consider reading recent reviews more carefully

What Reviewers Are Saying

Based on our analysis of customer reviews for MLILY Full Size Memory Foam Mattress, 10 Inch Medi..., here are the most common themes and opinions shared by verified buyers:

✓ Commonly Praised:

very comfortable (5x)

Overall sentiment: Based on the analysis, the MLILY Full Size Memory Foam Mattress has received an overall score of 88/100, indicating a generally positive review experience. The high reviewer credibility and product consistency scores suggest that the product is trustworthy and reliable, but the lower review content quality and seller reputation scores raise some concerns about the depth and accuracy of reviews, as well as the seller's reliability. Overall, this product seems to be a solid choice for those looking for a medium-support mattress, but it's essential to consider these potential drawbacks when making a purchase.

Frequently Asked Questions

Are the reviews for MLILY Full Size Memory Foam Mattress, 10... real?

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Based on our AI analysis, approximately 88% of reviews appear authentic, while 12% show patterns consistent with potentially fake or incentivized reviews. Overall, you can trust most reviews for this product.

How does RateBud detect fake reviews?

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Our AI analyzes multiple factors including review timing patterns, language similarity, reviewer history, and purchase verification. For this product, we analyzed 445 reviews to calculate the trust score.

Should I buy MLILY Full Size Memory Foam Mattress, 10...?

▼

Based on our analysis, this product has trustworthy reviews and appears to be a safe purchase. The B grade indicates good review authenticity.

Shopping Tips

This product has 445 reviews with a Grade B trust score. Here's what to keep in mind:

💡Always prioritize verified purchase reviews over unverified ones
💡Look for detailed reviews that mention specific pros and cons
💡Be cautious of products with sudden spikes in positive reviews

Ready to make your purchase?

Based on our analysis, you can make an informed decision. Click below to purchase this product on Amazon.

✨ High Quality Product

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