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 91% (Grade A). Scores above 80% indicate highly trustworthy reviews, 60-79% are generally reliable, and below 60% suggest caution.

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✅ Under Cabinet Lighting 12.6" Closet Light 1500mah Battery Operated Lights Dimmable Motion Sensor Light Indoor Magnetic Lighting 32 LED Light Under Counter Lights for Kitchen Cabinet Home White 3pack Review Analysis

Name: Under Cabinet Lighting 12.6" Closet Light 1500mah Battery Operated Lights Dimmable Motion Sensor Light Indoor Magnetic Lighting 32 LED Light Under Counter Lights for Kitchen Cabinet Home White 3pack
Brand: Under
SKU: B0F7XC1MPM
Price: 13.99 USD
Availability: InStock
Rating: 4.5 (674 reviews)

Analysis Summary

Analysis is 77.9 days old. Re-run to get the latest review data and insights.

Based on the review analysis, this under cabinet lighting product has received overwhelmingly positive feedback from customers, with an average rating of 4.5/5 and a high overall score of 91/100. The product's consistency and high reviewer credibility suggest that it is a reliable choice for home lighting needs. However, the relatively lower seller reputation score of 78/100 may raise some concerns about the brand's overall quality and customer service.

Review Timeline

Review patterns over time - spikes may indicate manipulation

90%

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 love it(5)very pleased(8)great purchase(11)

Positive

Natural phrases

Critical

Genuine concerns

Suspicious

Generic phrases

Language Authenticity

Vocabulary Diversity96%

Natural Language Flow89%

Unique Phrasing95%

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

Recommendation

✅ Recommended

Analysis Date

November 2, 2025

Total Reviews

674 reviews analyzed

Understanding This Trust Score

Under Cabinet Lighting 12.6" Closet Light 1500mah Battery Op... received a Grade A with a trust score of 91/100. 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 Under Cabinet Lighting 12.6" Closet Light 1500mah ..., here are the most common themes and opinions shared by verified buyers:

✓ Commonly Praised:

I love it (5x)very pleased (8x)

Overall sentiment: Based on the review analysis, this under cabinet lighting product has received overwhelmingly positive feedback from customers, with an average rating of 4.5/5 and a high overall score of 91/100. The product's consistency and high reviewer credibility suggest that it is a reliable choice for home lighting needs. However, the relatively lower seller reputation score of 78/100 may raise some concerns about the brand's overall quality and customer service.

Frequently Asked Questions

Are the reviews for Under Cabinet Lighting 12.6" Closet Ligh... real?

▼

Based on our AI analysis, approximately 91% of reviews appear authentic, while 9% 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 674 reviews to calculate the trust score.

Should I buy Under Cabinet Lighting 12.6" Closet Ligh...?

▼

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 674 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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