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 93% (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.

✅ LED Puck Light, led Lights Battery Operated with Remote Control, Soft Lighting, Under Cabinet Lighting for Kitchen, Timer+ Dimmer, 4000K Warm White, 6 Pack Review Analysis

Name: LED Puck Light, led Lights Battery Operated with Remote Control, Soft Lighting, Under Cabinet Lighting for Kitchen, Timer+ Dimmer, 4000K Warm White, 6 Pack
Brand: LED
SKU: B07PR4LQNW
Price: 16.99 USD
Availability: InStock
Rating: 4 (4258 reviews)

Analysis Summary

Analysis is 82.3 days old. Re-run to get the latest review data and insights.

Based on this analysis, the LED Puck Light has received overwhelmingly positive reviews, with a high overall score of 93/100. The product's consistency and reviewer credibility are particularly strong, suggesting that customers are generally satisfied with the product's performance and the reviewers are trustworthy. However, the seller's reputation is slightly lower than expected, which may raise concerns about the brand's reliability and customer service.

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

81%

Authenticity

I highly recommend(5)great value(8)easy to install(11)

Positive

Natural phrases

Critical

Genuine concerns

Suspicious

Generic phrases

Language Authenticity

Vocabulary Diversity90%

Natural Language Flow96%

Unique Phrasing91%

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

Recommendation

✅ Recommended

Analysis Date

October 28, 2025

Total Reviews

4,258 reviews analyzed

Understanding This Trust Score

LED Puck Light, led Lights Battery Operated with Remote Cont... received a Grade A with a trust score of 93/100. 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 LED Puck Light, led Lights Battery Operated with R..., here are the most common themes and opinions shared by verified buyers:

✓ Commonly Praised:

great value (8x)easy to install (11x)

Overall sentiment: Based on this analysis, the LED Puck Light has received overwhelmingly positive reviews, with a high overall score of 93/100. The product's consistency and reviewer credibility are particularly strong, suggesting that customers are generally satisfied with the product's performance and the reviewers are trustworthy. However, the seller's reputation is slightly lower than expected, which may raise concerns about the brand's reliability and customer service.

Frequently Asked Questions

Are the reviews for LED Puck Light, led Lights Battery Opera... real?

▼

Based on our AI analysis, approximately 93% of reviews appear authentic, while 7% show patterns consistent with potentially fake or incentivized reviews. Overall, you can trust most reviews for this product.

How does RateBud detect fake reviews?

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Our AI analyzes multiple factors including review timing patterns, language similarity, reviewer history, and purchase verification. For this product, we analyzed 4,258 reviews to calculate the trust score.

Should I buy LED Puck Light, led Lights Battery Opera...?

▼

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 4,258 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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