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 B). 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 Fan, Personal Fan with LED Display, USB-C Rechargeable, 4000mAh-Battery, 3-Speed Adjustment & Whisper-Quiet Operation, Perfect for Home, Travel, Sports Review Analysis

Name: Neck Fan, Personal Fan with LED Display, USB-C Rechargeable, 4000mAh-Battery, 3-Speed Adjustment & Whisper-Quiet Operation, Perfect for Home, Travel, Sports
Brand: Neck
SKU: B0CW3DPYH3
Price: 13.99 USD
Availability: InStock
Rating: 4.4 (1178 reviews)

Analysis Summary

Analysis is 150.1 days old. Re-run to get the latest review data and insights.

The Neck Fan from GE has received overwhelmingly positive reviews, with a 4.4/5 rating from 10 reviewers, indicating a high level of customer satisfaction. The product's strong review velocity and high reviewer credibility suggest that it is a trustworthy and reliable choice for home use, while its product consistency score of 92/100 further reinforces its quality. However, the seller's reputation score of 72/100 is a concern, suggesting that buyers should be cautious when purchasing from this vendor, despite the brand's overall trustworthiness.

Review Timeline

Review patterns over time - spikes may indicate manipulation

93%

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

79%

Authenticity

great product(5)works well(8)

Positive

Natural phrases

Critical

Genuine concerns

Suspicious

Generic phrases

Language Authenticity

Vocabulary Diversity100%

Natural Language Flow84%

Unique Phrasing99%

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

Recommendation

✅ Recommended

Analysis Date

August 21, 2025

Total Reviews

1,178 reviews analyzed

Understanding This Trust Score

Neck Fan, Personal Fan with LED Display, USB-C Rechargeable,... received a Grade B with a trust score of 84/100. This product shows mostly genuine review patterns with minor concerns. The majority of reviews appear authentic, though some indicators suggest a small percentage may be incentivized or less reliable.

What This Means:

•Most reviews appear authentic
•Some minor patterns warrant attention
•Overall trustworthy for purchase decisions
•Consider reading recent reviews more carefully

What Reviewers Are Saying

Based on our analysis of customer reviews for Neck Fan, Personal Fan with LED Display, USB-C Rec..., here are the most common themes and opinions shared by verified buyers:

✓ Commonly Praised:

works well (8x)

Overall sentiment: The Neck Fan from GE has received overwhelmingly positive reviews, with a 4.4/5 rating from 10 reviewers, indicating a high level of customer satisfaction. The product's strong review velocity and high reviewer credibility suggest that it is a trustworthy and reliable choice for home use, while its product consistency score of 92/100 further reinforces its quality. However, the seller's reputation score of 72/100 is a concern, suggesting that buyers should be cautious when purchasing from this vendor, despite the brand's overall trustworthiness.

Frequently Asked Questions

Are the reviews for Neck Fan, Personal Fan with LED Display,... real?

▼

Based on our AI analysis, approximately 84% of reviews appear authentic, while 16% 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 1,178 reviews to calculate the trust score.

Should I buy Neck Fan, Personal Fan with LED Display,...?

▼

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

Shopping Tips

This product has 1,178 reviews with a Grade B 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.

✨ High Quality Product

As an Amazon Associate I earn from qualifying purchases