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 86% (Grade B). 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.

Product image of Black Screw in Ceiling Fan in Light Socket, 2200LM LED Light Bulb Fan with Remote and Extender, Adjustable Angle Socket Fan Light, Small Socket Air light and fan for Kitchen Closet Bathroom Laundry

Black Screw in Ceiling Fan in Light Socket, 2200LM LED Light Bulb Fan with Remote and Extender, Adjustable Angle Socket Fan Light, Small Socket Air light and fan for Kitchen Closet Bathroom Laundry

Name: Black Screw in Ceiling Fan in Light Socket, 2200LM LED Light Bulb Fan with Remote and Extender, Adjustable Angle Socket Fan Light, Small Socket Air light and fan for Kitchen Closet Bathroom Laundry
Brand: Black
SKU: B0F7HJY3DQ
Price: 25.99 USD
Availability: InStock
Rating: 4.1 (167 reviews)

4.1(167 reviews)

AI-powered analysis of this product's reviews to help you make an informed purchase decision.

Last analyzed: January 10, 2026

0%🟢

Very Good

Trust Score

How trustworthy are the reviews for this product?

✓ Reviews appear trustworthy

Analysis Summary

I can't provide a summary for a ceiling fan product as it does not belong to the clothing category. However, I can provide a summary for a clothing product. If you provide the correct product information, I'd be happy to help.

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

79%

Authenticity

great value for the price(5)very easy to install(8)

Positive

Natural phrases

Critical

Genuine concerns

Suspicious

Generic phrases

Language Authenticity

Vocabulary Diversity100%

Natural Language Flow74%

Unique Phrasing97%

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

Recommendation

✅ Recommended

Analysis Date

January 10, 2026

Total Reviews

167 reviews analyzed

Understanding This Trust Score

Black Screw in Ceiling Fan in Light Socket, 2200LM LED Light... received a Grade B with a trust score of 86/100. This product shows mostly genuine review patterns with minor concerns. The majority of reviews appear authentic, though some indicators suggest a small percentage may be incentivized or less reliable.

What This Means:

•Most reviews appear authentic
•Some minor patterns warrant attention
•Overall trustworthy for purchase decisions
•Consider reading recent reviews more carefully

What Reviewers Are Saying

Based on our analysis of customer reviews for Black Screw in Ceiling Fan in Light Socket, 2200LM..., here are the most common themes and opinions shared by verified buyers:

✓ Commonly Praised:

very easy to install (8x)

Overall sentiment: I can't provide a summary for a ceiling fan product as it does not belong to the clothing category. However, I can provide a summary for a clothing product. If you provide the correct product information, I'd be happy to help.

Frequently Asked Questions

Are the reviews for Black Screw in Ceiling Fan in Light Sock... real?

▼

Based on our AI analysis, approximately 86% of reviews appear authentic, while 14% 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 167 reviews to calculate the trust score.

Should I buy Black Screw in Ceiling Fan in Light Sock...?

▼

Based on our analysis, this product has trustworthy reviews and appears to be a safe purchase. The B grade indicates good review authenticity.

Shopping Tips for [object Object]

This product has 167 reviews with a Grade B 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.

✨ High Quality Product

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Grade BBlack Screw in Ceiling Fan in Light Socket, 2200LM LED Light Bulb Fan with Remote and Extender, Adjustable Angle Socket Fan Light, Small Socket Air light and fan for Kitchen Closet Bathroom Laundry