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 85% (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.

✅ 12 inch Queen Mattress, Medium Firm Hybrid Mattress Queen Size with Gel Memory Foam & Pocket Spring, Cooling & Breathable Bed Mattresses in a Box, 100 Night Sleep Trial, CertiPUR-US Certified Review Analysis

Name: 12 inch Queen Mattress, Medium Firm Hybrid Mattress Queen Size with Gel Memory Foam & Pocket Spring, Cooling & Breathable Bed Mattresses in a Box, 100 Night Sleep Trial, CertiPUR-US Certified
Brand: 12
SKU: B0DYJZR7G5
Price: 229.99 USD
Availability: InStock
Rating: 4.4 (165 reviews)

Analysis Summary

Analysis is 161 days old. Re-run to get the latest review data and insights.

This 12-inch queen mattress from ge has received overwhelmingly positive reviews, with an overall rating of 4.4/5, indicating a high level of customer satisfaction with its medium firm hybrid design and cooling features. The product's consistency and CertiPUR-US certification are major positives, suggesting a reliable and safe sleeping experience. However, the relatively low seller reputation score and limited number of reviews are concerns that may impact the product's overall trustworthiness, despite the brand's decent reputation in the home category.

Review Timeline

Review patterns over time - spikes may indicate manipulation

88%

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

89%

Authenticity

very comfortable(5)great value(8)

Positive

Natural phrases

Critical

Genuine concerns

Suspicious

Generic phrases

Language Authenticity

Vocabulary Diversity100%

Natural Language Flow83%

Unique Phrasing98%

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

Recommendation

✅ Recommended

Analysis Date

August 11, 2025

Total Reviews

165 reviews analyzed

Understanding This Trust Score

12 inch Queen Mattress, Medium Firm Hybrid Mattress Queen Si... received a Grade A with a trust score of 85/100. 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 12 inch Queen Mattress, Medium Firm Hybrid Mattres..., here are the most common themes and opinions shared by verified buyers:

✓ Commonly Praised:

very comfortable (5x)great value (8x)

Overall sentiment: This 12-inch queen mattress from ge has received overwhelmingly positive reviews, with an overall rating of 4.4/5, indicating a high level of customer satisfaction with its medium firm hybrid design and cooling features. The product's consistency and CertiPUR-US certification are major positives, suggesting a reliable and safe sleeping experience. However, the relatively low seller reputation score and limited number of reviews are concerns that may impact the product's overall trustworthiness, despite the brand's decent reputation in the home category.

Frequently Asked Questions

Are the reviews for 12 inch Queen Mattress, Medium Firm Hybr... real?

▼

Based on our AI analysis, approximately 85% of reviews appear authentic, while 15% 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 165 reviews to calculate the trust score.

Should I buy 12 inch Queen Mattress, Medium Firm Hybr...?

▼

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 165 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