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 84% (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.

⚠️ Novilla Queen Mattress, 8 Inch Queen Size Mattresses in a Box with Smarts™ Coil for Pressure Relief, Medium Plush Foam and Spring Hybrid Colchones with CertiPUR-US Certified for Kids Review Analysis

Name: Novilla Queen Mattress, 8 Inch Queen Size Mattresses in a Box with Smarts™ Coil for Pressure Relief, Medium Plush Foam and Spring Hybrid Colchones with CertiPUR-US Certified for Kids
Brand: Novilla
SKU: B0FP4QPX7F
Price: 149.99 USD
Availability: InStock
Rating: 4.6 (140 reviews)

Analysis Summary

Analysis is 90.9 days old. Re-run to get the latest review data and insights.

Based on the analysis, the Novilla Queen Mattress has received overwhelmingly positive reviews from customers, with a 4.6/5 rating and 95% of reviewers deemed credible. However, concerns arise from inconsistent review content quality and a relatively low seller reputation score, which may indicate inconsistent product quality or customer service. Despite this, the product's high consistency score suggests that Novilla is generally reliable in delivering a consistent product experience.

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

71%

Authenticity

highly recommended(5)perfect 10/10(8)exceeded expectations(11)

Positive

Natural phrases

Critical

Genuine concerns

Suspicious

Generic phrases

Language Authenticity

Vocabulary Diversity90%

Natural Language Flow100%

Unique Phrasing85%

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

Recommendation

✅ Recommended

Analysis Date

October 20, 2025

Total Reviews

140 reviews analyzed

Understanding This Trust Score

Novilla Queen Mattress, 8 Inch Queen Size Mattresses in a Bo... received a Grade C with a trust score of 84/100. This product shows mixed signals in review authenticity. While many reviews may be genuine, our analysis detected patterns that suggest some reviews could be manipulated or incentivized. Proceed with caution.

What This Means:

•Review the most recent and critical reviews
•Look for detailed, specific feedback
•Be wary of overly positive generic reviews
•Consider checking alternative products

What Reviewers Are Saying

Based on our analysis of customer reviews for Novilla Queen Mattress, 8 Inch Queen Size Mattress..., here are the most common themes and opinions shared by verified buyers:

✓ Commonly Praised:

exceeded expectations (11x)

Overall sentiment: Based on the analysis, the Novilla Queen Mattress has received overwhelmingly positive reviews from customers, with a 4.6/5 rating and 95% of reviewers deemed credible. However, concerns arise from inconsistent review content quality and a relatively low seller reputation score, which may indicate inconsistent product quality or customer service. Despite this, the product's high consistency score suggests that Novilla is generally reliable in delivering a consistent product experience.

Frequently Asked Questions

Are the reviews for Novilla Queen Mattress, 8 Inch Queen Siz... real?

▼

Based on our AI analysis, approximately 84% of reviews appear authentic, while 16% show patterns consistent with potentially fake or incentivized reviews. We recommend reading reviews critically and focusing on verified purchases.

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 140 reviews to calculate the trust score.

Should I buy Novilla Queen Mattress, 8 Inch Queen Siz...?

▼

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

Shopping Tips

This product has 140 reviews with a Grade C 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.

✨ Good Quality Product

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