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?

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✅ Under Cabinet Lighting, 14.7" Rechargeable Motion Sensor Light Indoor, 2 Pack Magnetic Dimmable Closet Lights, Wireless Under Counter Lights for Kitchen, Stairs,Hallway Review Analysis

Name: Under Cabinet Lighting, 14.7" Rechargeable Motion Sensor Light Indoor, 2 Pack Magnetic Dimmable Closet Lights, Wireless Under Counter Lights for Kitchen, Stairs,Hallway
Brand: Under
SKU: B0C9CSVSNY
Price: 24.99 USD
Availability: InStock
Rating: 4.5 (46283 reviews)

Analysis Summary

Based on the analysis, this GE under cabinet lighting product has received overwhelmingly positive reviews, with a 4.5-star rating and 95/100 overall score. The high review content quality, velocity, and credibility scores suggest that customers are satisfied with the product's performance and reliability, particularly in terms of its motion sensor and dimmable features. However, the relatively lower seller reputation score of 78/100 may raise some concerns about the brand's customer service and after-sales support.

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

87%

Authenticity

great(5)easy to use(8)long lasting(11)excelente producto(14)muy buenos(17)good lighting(20)

Positive

Natural phrases

Critical

Genuine concerns

Suspicious

Generic phrases

Language Authenticity

Vocabulary Diversity98%

Natural Language Flow97%

Unique Phrasing92%

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

Recommendation

✅ Recommended

Analysis Date

January 1, 2026

Total Reviews

46,283 reviews analyzed

Understanding This Trust Score

Under Cabinet Lighting, 14.7" Rechargeable Motion Sensor Lig... 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 Under Cabinet Lighting, 14.7" Rechargeable Motion ..., here are the most common themes and opinions shared by verified buyers:

✓ Commonly Praised:

easy to use (8x)long lasting (11x)excelente producto (14x)muy buenos (17x)good lighting (20x)

Overall sentiment: Based on the analysis, this GE under cabinet lighting product has received overwhelmingly positive reviews, with a 4.5-star rating and 95/100 overall score. The high review content quality, velocity, and credibility scores suggest that customers are satisfied with the product's performance and reliability, particularly in terms of its motion sensor and dimmable features. However, the relatively lower seller reputation score of 78/100 may raise some concerns about the brand's customer service and after-sales support.

Frequently Asked Questions

Are the reviews for Under Cabinet Lighting, 14.7" Rechargeab... 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 46,283 reviews to calculate the trust score.

Should I buy Under Cabinet Lighting, 14.7" Rechargeab...?

▼

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 46,283 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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