Novilla Queen Mattress, 10 Inch Queen Size Mattress in a Box, Gel Memory Foam Mattresses for Comfort Sleep, Cooling Night Sleep & Pressure Relief, CertiPUR-US Certified

Novilla Queen Mattress, 10 Inch Queen Size Mattress in a Box, Gel Memory Foam Mattresses for Comfort Sleep, Cooling Night Sleep & Pressure Relief, CertiPUR-US Certified

ASIN: B0DV5PWL3S
Analysis Date: Jan 18, 2026 (re-analyzed Jan 18, 2026)

As an Amazon Associate I earn from qualifying purchases.

Review Analysis Results

B
Authenticity Grade
15.00%
Fake Reviews
4.87
Original Rating
4.50
Adjusted Rating

Analysis Summary

The majority of these reviews appear genuine, with approximately 85% showing authentic characteristics. All reviews are verified purchases, which significantly increases their credibility. The collection contains numerous detailed, personal accounts with specific contextual information that would be difficult to fabricate consistently across multiple reviewers. The overall pattern suggests normal customer satisfaction with a quality product rather than coordinated manipulation.

Strong evidence of authenticity includes reviews with specific personal circumstances (moving into a new apartment, sleeping on the floor when needed, boyfriend purchase), balanced perspectives (mentioning slight factory smell, thickness measurement discrepancies, initial firmness concerns), and unique phrasing that doesn't follow repetitive marketing language. Review #5 provides particularly authentic balance with a 4-star rating and specific measurement observations, while review #10 shows genuine uncertainty about long-term comfort. Review #1 includes personal context about living alone and wanting to treat oneself to luxury.

Minor concerns exist with a few reviews that use generic praise without specific personal context. Review #2 contains somewhat formulaic language about 'perfect balance of support and cushioning' and 'restful night's sleep' that could appear in marketing materials. Review #8 uses common mattress review phrases like 'firm enough to support the back' and 'sleep cool through the night' without personalization. However, these patterns are not widespread enough to suggest systematic manipulation.

Overall, this appears to be a collection of mostly genuine reviews for a mattress that customers generally find comfortable and good value. The presence of balanced feedback, specific personal details, and verified purchase status outweighs the minor concerns about a few potentially generic reviews. The product seems to deliver on its promises based on authentic customer experiences.

Key patterns identified in the review analysis include: Verified purchase status across all reviews, Personal context in majority of reviews, Mention of specific product features like expansion time, weight, and odor.

Review Statistics

About Review Data Collection

We extract as much review data as Amazon makes available at the time of analysis. The amount may vary due to Amazon's rate limiting, regional restrictions, or other factors. Our analysis is based on the reviews we successfully collected.

3,352
Total Reviews on Amazon
15
Reviews Analyzed
13
Genuine Reviews
2
Fake Reviews
-0.37
Rating Difference

Want to analyze more reviews? Install the Null Fake Chrome extension to capture and analyze additional reviews as you browse Amazon.

Free, quick to install, and works on Chrome, Edge, Brave, and other Chromium browsers.

Price Analysis

The Novilla Queen Mattress represents solid mid-range value with premium features at typically below-MSRP Amazon pricing. Given the exceptional 4.87/5 rating from over 3,300 reviews, this mattress offers strong consumer satisfaction at its price point. Monitor for seasonal promotions to secure the best deal, as prices frequently fluctuate with shopping events.

MSRP Assessment

Estimated MSRP: $599-$799
Source: Market research
Amazon Price: Below MSRP

Market Position

Positioning: Mid-range
Alternatives Range: $300-$1,200
Value: Offers strong value with premium features like gel memory foam and cooling technology at a competitive mid-range price point.

Buying Tips

Best Time to Buy: Best deals typically during major holidays (Memorial Day, Labor Day, Black Friday) and Amazon Prime Day events.
Deal Indicators: Look for price drops below $400, bundled offers with bedding accessories, or coupon discounts of 15% or more.
Watch For: Watch for temporary price increases before sales events; verify CertiPUR-US certification is current.
Price analysis generated by AI based on product category and market research. Actual prices may vary. Last analyzed: Jan 18, 2026

Understanding This Analysis

What does Grade B mean?

This product has good review authenticity with minor concerns. While most reviews appear genuine, we detected some patterns that warrant mild caution.

Adjusted Rating Explained

The adjusted rating (4.50 stars) represents what we estimate this product's rating would be if fake reviews were removed. This product's adjusted rating is lower than Amazon's displayed rating (4.87 stars), suggesting positive fake reviews may be inflating the score.

How We Detect Fake Reviews

Our AI analyzes multiple factors: language patterns (generic vs. specific), reviewer behavior (history, timing), temporal anomalies (review clusters), verification status, sentiment authenticity, and statistical outliers. No single factor determines a review is fake - we look at the combination of signals.

Important Limitations

No automated system is perfect. Sophisticated fake reviews can evade detection, and some genuine reviews may be incorrectly flagged. Use this analysis as one data point in your purchasing decision, not the only factor. Reading actual review content yourself is always valuable.

Share This Analysis

Learn More About Fake Reviews

How Our Analysis Works

Detailed explanation of our AI methodology

Spotting Fake Reviews Yourself

10 warning signs to watch for

Frequently Asked Questions

Common questions about our tool

Browse All Analyzed Products

See analysis results for other products

Related Mattresses Products

Twolike Queen Folding Mattress with Carry Case, 6 Inch Tri Fold Memory Foam Mattress with Washable Cover, Foldable Mattress Topper with Non Slip Bottom,Pressure Relief,Queen 78"X 58"X6",Blue

Twolike Queen Folding Mattress with Carry Case, 6 Inch Tri F...

Grade A 0.00% fake
Yaheetech 10 Inch Full Size Mattress 3 Foam Layer Cooling Gel Memory Foam Mattresses, Green Tea for Fresher Sleep, Medium Firm, CertiPUR-US Certified, No Fiberglass, Full Mattress in a Box

Yaheetech 10 Inch Full Size Mattress 3 Foam Layer Cooling Ge...

Grade A 0.00% fake
Queen Size Mattress, 12 Inch Hybrid Mattress in a Box, Gel Memory Foam, Individually Wrapped Pocket Coils Innerspring, Pressure Relief, Medium Firm (12 INCH, Queen (New))

Queen Size Mattress, 12 Inch Hybrid Mattress in a Box, Gel M...

Grade A 0.00% fake
Novilla Queen Mattress, 10 Inch Queen Size Memory Foam Mattress in a Box, Gel Memory Foam Mattress for Comfort Sleep &Cooling Night Sleep, CertiPUR-US Certified

Novilla Queen Mattress, 10 Inch Queen Size Memory Foam Mattr...

Grade A 0.00% fake
ZINUS 12 Inch Green Tea Memory Foam Mattress [New Version], King, Fiberglass free, Medium Firm Feel, Zoned Pressure Relief, Certified Safe Foams & Fabric, Mattress in A Box

ZINUS 12 Inch Green Tea Memory Foam Mattress [New Version],...

Grade A 0.00% fake
Full Size Memory Foam Mattress, 8 Inch Bed Mattress in A Box with Cooling Green Tea Gel, Pressure Relief with Medium Firm Support, CertiPUR-US Certified, 75''L x 54''W, ‎37.3 pounds White

Full Size Memory Foam Mattress, 8 Inch Bed Mattress in A Box...

Grade A 0.00% fake
Analyze new product