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?

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.

✅ GE LED Motion Sensor Night Light, Plug into wall, 40 Lumens, Soft White, UL-Certified, Energy Efficient, Ideal Nightlight for Bedroom, Bathroom, Kitchen, Hallway, 46632, White, 2 Pack Review Analysis

Name: GE LED Motion Sensor Night Light, Plug into wall, 40 Lumens, Soft White, UL-Certified, Energy Efficient, Ideal Nightlight for Bedroom, Bathroom, Kitchen, Hallway, 46632, White, 2 Pack
Brand: GE
SKU: B07QQ8B141
Price: 35.78 USD
Availability: InStock
Rating: 4.6 (13223 reviews)

Analysis Summary

Analysis is 65.1 days old. Re-run to get the latest review data and insights.

Based on this review analysis, the GE LED Motion Sensor Night Light is highly trusted by customers, with an overall score of 95/100 and a 4.6/5 rating. The product's consistency and quality are well-verified, with 94% of reviewers praising its performance. However, some customers may be concerned about the seller's reputation, which is slightly lower at 78/100, indicating that while the product is reliable, the seller's customer service and shipping may not be as strong.

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

89%

Authenticity

I love this product(5)it works great(8)

Positive

Natural phrases

Critical

Genuine concerns

Suspicious

Generic phrases

Language Authenticity

Vocabulary Diversity94%

Natural Language Flow88%

Unique Phrasing88%

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

Recommendation

✅ Recommended

Analysis Date

November 14, 2025

Total Reviews

13,223 reviews analyzed

Understanding This Trust Score

GE LED Motion Sensor Night Light, Plug into wall, 40 Lumens,... 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 GE LED Motion Sensor Night Light, Plug into wall, ..., here are the most common themes and opinions shared by verified buyers:

✓ Commonly Praised:

I love this product (5x)it works great (8x)

Overall sentiment: Based on this review analysis, the GE LED Motion Sensor Night Light is highly trusted by customers, with an overall score of 95/100 and a 4.6/5 rating. The product's consistency and quality are well-verified, with 94% of reviewers praising its performance. However, some customers may be concerned about the seller's reputation, which is slightly lower at 78/100, indicating that while the product is reliable, the seller's customer service and shipping may not be as strong.

Frequently Asked Questions

Are the reviews for GE LED Motion Sensor Night Light, Plug i... 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 13,223 reviews to calculate the trust score.

Should I buy GE LED Motion Sensor Night Light, Plug i...?

▼

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 13,223 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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