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 72.8% (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.

⚠️ Neck Brace for Sleeping, For Relief Neck Pain and Provide Support Soft Cervical Collar, Neck Support Keep Vertebrae Stable & Aligned Relief of Cervical Spine Pressure Gray M Size Review Analysis

Name: Neck Brace for Sleeping, For Relief Neck Pain and Provide Support Soft Cervical Collar, Neck Support Keep Vertebrae Stable & Aligned Relief of Cervical Spine Pressure Gray M Size
Brand: Neck
SKU: B0FG2XHS5B
Price: 26.99 USD
Availability: InStock
Rating: 5 (32 reviews)

Analysis Summary

Analysis is 147.4 days old. Re-run to get the latest review data and insights.

This neck brace for sleeping has received overwhelmingly positive reviews, with an average rating of 5 out of 5 stars, indicating a high level of customer satisfaction with its ability to relieve neck pain and provide support. However, the relatively low review count and inconsistent review distribution raise some concerns about the product's overall validation. On a positive note, the product's consistency in delivering expected results and the seller's decent reputation contribute to its trustworthiness, making it a viable option for those seeking neck support and relief.

Review Timeline

Review patterns over time - spikes may indicate manipulation

67%

Velocity Score

Spikes

None found

Peak

Reviews/mo

Timeline

Day Span

Pattern Analysis

Warning: All reviews were posted in a very short period. This can be a sign of a review campaign.

Keyword Analysis

Common phrases and their authenticity patterns

89%

Authenticity

very comfortable(5)provided great support(8)

Positive

Natural phrases

Critical

Genuine concerns

Suspicious

Generic phrases

Language Authenticity

Vocabulary Diversity98%

Natural Language Flow87%

Unique Phrasing93%

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

Recommendation

✅ Recommended

Analysis Date

August 24, 2025

Total Reviews

32 reviews analyzed

Understanding This Trust Score

Neck Brace for Sleeping, For Relief Neck Pain and Provide Su... received a Grade C with a trust score of 72.8/100. 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 Neck Brace for Sleeping, For Relief Neck Pain and ..., here are the most common themes and opinions shared by verified buyers:

✓ Commonly Praised:

very comfortable (5x)provided great support (8x)

Overall sentiment: This neck brace for sleeping has received overwhelmingly positive reviews, with an average rating of 5 out of 5 stars, indicating a high level of customer satisfaction with its ability to relieve neck pain and provide support. However, the relatively low review count and inconsistent review distribution raise some concerns about the product's overall validation. On a positive note, the product's consistency in delivering expected results and the seller's decent reputation contribute to its trustworthiness, making it a viable option for those seeking neck support and relief.

Frequently Asked Questions

Are the reviews for Neck Brace for Sleeping, For Relief Neck... real?

▼

Based on our AI analysis, approximately 72.8% of reviews appear authentic, while 27.200000000000003% 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 32 reviews to calculate the trust score.

Should I buy Neck Brace for Sleeping, For Relief Neck...?

▼

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 32 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

As an Amazon Associate I earn from qualifying purchases