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 95% (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.

✅ Sunbeam Electric Restful Quilted Heated Mattress Pad Twin 75" x 39" 12 Heat Settings 12-Hour Auto Shut-Off Extra-Cozy Fabric Deep Pocket Fit Machine Washable Review Analysis

Name: Sunbeam Electric Restful Quilted Heated Mattress Pad Twin 75" x 39" 12 Heat Settings 12-Hour Auto Shut-Off Extra-Cozy Fabric Deep Pocket Fit Machine Washable
Brand: Sunbeam
SKU: B0D2DP9CBN
Price: 44.14 USD
Availability: InStock
Rating: 4.3 (9545 reviews)

Analysis Summary

Analysis is 39.9 days old. Re-run to get the latest review data and insights.

Based on the analysis, this Sunbeam Electric Restful Quilted Heated Mattress Pad has received overwhelmingly positive reviews, with a 4.3/5 rating and a high overall score of 95/100. The product's consistency, reviewer credibility, and review velocity are particularly strong, indicating that customers are satisfied with the product's performance and quality. However, the seller's reputation is slightly lower, suggesting that some customers may have experienced issues with customer service or shipping.

Review Timeline

Review patterns over time - spikes may indicate manipulation

95%

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

Excellent value for the price(5)I love this heated mattress pad(8)

Positive

Natural phrases

Critical

Genuine concerns

Suspicious

Generic phrases

Language Authenticity

Vocabulary Diversity95%

Natural Language Flow89%

Unique Phrasing95%

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

Recommendation

✅ Recommended

Analysis Date

December 10, 2025

Total Reviews

9,545 reviews analyzed

Understanding This Trust Score

Sunbeam Electric Restful Quilted Heated Mattress Pad Twin 75... received a Grade A with a trust score of 95/100. 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 Sunbeam Electric Restful Quilted Heated Mattress P..., here are the most common themes and opinions shared by verified buyers:

✓ Commonly Praised:

Excellent value for the price (5x)I love this heated mattress pad (8x)

Overall sentiment: Based on the analysis, this Sunbeam Electric Restful Quilted Heated Mattress Pad has received overwhelmingly positive reviews, with a 4.3/5 rating and a high overall score of 95/100. The product's consistency, reviewer credibility, and review velocity are particularly strong, indicating that customers are satisfied with the product's performance and quality. However, the seller's reputation is slightly lower, suggesting that some customers may have experienced issues with customer service or shipping.

Frequently Asked Questions

Are the reviews for Sunbeam Electric Restful Quilted Heated ... real?

▼

Based on our AI analysis, approximately 95% of reviews appear authentic, while 5% 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 9,545 reviews to calculate the trust score.

Should I buy Sunbeam Electric Restful Quilted Heated ...?

▼

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 for [object Object]

This product has 9,545 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

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