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 94% (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.

✅ CLOUDY BAY Motion Sensor Ceiling Light Indoor,120V CRI90 10W 5000K Bright Day Light,6.5 inch LED Flush Mount Ceiling Lighting Fixture for Garage,Walk-in Closet,Attic,Pantry Wet Location White Finish Review Analysis

Name: CLOUDY BAY Motion Sensor Ceiling Light Indoor,120V CRI90 10W 5000K Bright Day Light,6.5 inch LED Flush Mount Ceiling Lighting Fixture for Garage,Walk-in Closet,Attic,Pantry Wet Location White Finish
Brand: CLOUDY
SKU: B07JJKLQV6
Price: 16.18 USD
Availability: InStock
Rating: 4.4 (3902 reviews)

Analysis Summary

Based on the analysis, this product review suggests that the GE Motion Sensor Ceiling Light is a highly reliable and trustworthy option, with a strong overall score of 94/100. The high reviewer credibility and product consistency scores indicate that customers are generally satisfied with the product's performance. However, the relatively lower seller reputation score of 78/100 raises some concerns about the seller's reliability and customer service.

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

83%

Authenticity

phrase1(5)phrase2(8)

Positive

Natural phrases

Critical

Genuine concerns

Suspicious

Generic phrases

Language Authenticity

Vocabulary Diversity91%

Natural Language Flow87%

Unique Phrasing89%

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

Recommendation

✅ Recommended

Analysis Date

January 13, 2026

Total Reviews

3,902 reviews analyzed

Understanding This Trust Score

CLOUDY BAY Motion Sensor Ceiling Light Indoor,120V CRI90 10W... received a Grade A with a trust score of 94/100. 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 CLOUDY BAY Motion Sensor Ceiling Light Indoor,120V..., here are the most common themes and opinions shared by verified buyers:

✓ Commonly Praised:

phrase2 (8x)

⚠ Common Concerns:

phrase1 (5x)

Overall sentiment: Based on the analysis, this product review suggests that the GE Motion Sensor Ceiling Light is a highly reliable and trustworthy option, with a strong overall score of 94/100. The high reviewer credibility and product consistency scores indicate that customers are generally satisfied with the product's performance. However, the relatively lower seller reputation score of 78/100 raises some concerns about the seller's reliability and customer service.

Frequently Asked Questions

Are the reviews for CLOUDY BAY Motion Sensor Ceiling Light I... real?

▼

Based on our AI analysis, approximately 94% of reviews appear authentic, while 6% 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 3,902 reviews to calculate the trust score.

Should I buy CLOUDY BAY Motion Sensor Ceiling Light 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 for [object Object]

This product has 3,902 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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