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 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.

✅ Novilla 12 Inch Mattress Queen Size, Queen Mattresses in a Box with Memory Comfort Foam & High-Density Support Foam for Refreshed Sleep & Pressure Relief with Edge Support Medium Firm Review Analysis

Name: Novilla 12 Inch Mattress Queen Size, Queen Mattresses in a Box with Memory Comfort Foam & High-Density Support Foam for Refreshed Sleep & Pressure Relief with Edge Support Medium Firm
Brand: Novilla
SKU: B0F2HHBN8Z
Price: 188.99 USD
Availability: InStock
Rating: 4.7 (492 reviews)

Analysis Summary

Analysis is 162.4 days old. Re-run to get the latest review data and insights.

The Novilla 12 Inch Mattress has received overwhelmingly positive reviews, with an average rating of 4.7 out of 5 stars from 6 reviewers, indicating a high level of customer satisfaction. The excellent review content quality and reviewer credibility suggest that customers have had genuinely good experiences with the product, making it a trustworthy choice. However, the relatively low seller reputation score raises some concern, and potential buyers may want to research the seller further before 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

91%

Authenticity

medium firm feel(5)pressure relief(8)cooling foam(11)

Positive

Natural phrases

Critical

Genuine concerns

Suspicious

Generic phrases

Language Authenticity

Vocabulary Diversity88%

Natural Language Flow91%

Unique Phrasing87%

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

Recommendation

✅ Recommended

Analysis Date

August 9, 2025

Total Reviews

492 reviews analyzed

Understanding This Trust Score

Novilla 12 Inch Mattress Queen Size, Queen Mattresses in a B... received a Grade A with a trust score of 88/100. This product has earned our highest trust rating. The review patterns show authentic customer feedback with natural language variation, consistent timing, and verified purchases. You can shop with confidence.

What This Means:

•Reviews show natural language diversity
•No suspicious timing patterns detected
•High percentage of verified purchases
•Review velocity matches expected sales patterns

What Reviewers Are Saying

Based on our analysis of customer reviews for Novilla 12 Inch Mattress Queen Size, Queen Mattres..., here are the most common themes and opinions shared by verified buyers:

✓ Commonly Praised:

medium firm feel (5x)pressure relief (8x)cooling foam (11x)

Overall sentiment: The Novilla 12 Inch Mattress has received overwhelmingly positive reviews, with an average rating of 4.7 out of 5 stars from 6 reviewers, indicating a high level of customer satisfaction. The excellent review content quality and reviewer credibility suggest that customers have had genuinely good experiences with the product, making it a trustworthy choice. However, the relatively low seller reputation score raises some concern, and potential buyers may want to research the seller further before making a purchase.

Frequently Asked Questions

Are the reviews for Novilla 12 Inch Mattress Queen Size, Que... real?

▼

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?

▼

Our AI analyzes multiple factors including review timing patterns, language similarity, reviewer history, and purchase verification. For this product, we analyzed 492 reviews to calculate the trust score.

Should I buy Novilla 12 Inch Mattress Queen Size, Que...?

▼

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

Shopping Tips

This product has 492 reviews with a Grade A 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.

✨ Premium Quality Product

As an Amazon Associate I earn from qualifying purchases