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 92% (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.

✅ TALOYA Flush Mount 12 Inch Ceiling Light (Milk White Shell), 20W Surface Mount LED Light Fixture for Bedroom Kitchen,5 Color Temperatures in One,0.94 Inch Thickness Round Review Analysis

Name: TALOYA Flush Mount 12 Inch Ceiling Light (Milk White Shell), 20W Surface Mount LED Light Fixture for Bedroom Kitchen,5 Color Temperatures in One,0.94 Inch Thickness Round
Brand: TALOYA
SKU: B07PZT7RJS
Price: 14.24 USD
Availability: InStock
Rating: 4.6 (10820 reviews)

Analysis Summary

Analysis is 65.7 days old. Re-run to get the latest review data and insights.

Based on the analysis, the TALOYA Flush Mount Ceiling Light has received overwhelmingly positive reviews, with a 4.6/5 rating and 92/100 overall score. However, the relatively low brand trust score of 61/100 suggests that some customers may be hesitant to fully trust the brand, which could be a concern for those investing in home lighting. On the other hand, the product's high consistency score and excellent reviewer credibility indicate that the product itself is reliable and well-reviewed by customers.

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

great value(5)easy installation(8)bright light(11)

Positive

Natural phrases

Critical

Genuine concerns

Suspicious

Generic phrases

Language Authenticity

Vocabulary Diversity100%

Natural Language Flow82%

Unique Phrasing97%

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

Recommendation

✅ Recommended

Analysis Date

November 14, 2025

Total Reviews

10,820 reviews analyzed

Understanding This Trust Score

TALOYA Flush Mount 12 Inch Ceiling Light (Milk White Shell),... received a Grade A with a trust score of 92/100. 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 TALOYA Flush Mount 12 Inch Ceiling Light (Milk Whi..., here are the most common themes and opinions shared by verified buyers:

✓ Commonly Praised:

easy installation (8x)bright light (11x)

Overall sentiment: Based on the analysis, the TALOYA Flush Mount Ceiling Light has received overwhelmingly positive reviews, with a 4.6/5 rating and 92/100 overall score. However, the relatively low brand trust score of 61/100 suggests that some customers may be hesitant to fully trust the brand, which could be a concern for those investing in home lighting. On the other hand, the product's high consistency score and excellent reviewer credibility indicate that the product itself is reliable and well-reviewed by customers.

Frequently Asked Questions

Are the reviews for TALOYA Flush Mount 12 Inch Ceiling Light... real?

▼

Based on our AI analysis, approximately 92% of reviews appear authentic, while 8% 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 10,820 reviews to calculate the trust score.

Should I buy TALOYA Flush Mount 12 Inch Ceiling Light...?

▼

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 10,820 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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