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 80% (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.

H11 Halogen Headlight/Fog Light Bulb, H11 12V 55W 4300K High/Low Beam Warm White Head Lights,long life

Name: H11 Halogen Headlight/Fog Light Bulb, H11 12V 55W 4300K High/Low Beam Warm White Head Lights,long life
Brand: H11
SKU: B091KL5C55
Price: 9.99 USD
Availability: InStock
Rating: 4.4 (102 reviews)

4.4(102 reviews)

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

0%🟡

Good

Trust Score

How trustworthy are the reviews for this product?

✓ Reviews appear trustworthy

Analysis Summary

The H11 Halogen Headlight/Fog Light Bulb by GE has received a generally positive review with an overall score of 80/100, indicating a trustworthy product with a high review velocity and credible reviewers. However, the seller's reputation and review distribution are areas of concern, with scores of 72/100 and 78/100 respectively, suggesting some inconsistency in customer experiences. Overall, the product's high-quality reviews and consistent performance make it a reliable choice, but buyers should be aware of potential variations in service quality from the seller.

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

81%

Authenticity

work great(5)easy fix(8)perfect fit(11)

Positive

Natural phrases

Critical

Genuine concerns

Suspicious

Generic phrases

Language Authenticity

Vocabulary Diversity100%

Natural Language Flow65%

Unique Phrasing100%

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

Recommendation

✅ Recommended

Analysis Date

August 20, 2025

Total Reviews

102 reviews analyzed

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✨ High Quality Product

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Grade BH11 Halogen Headlight/Fog Light Bulb, H11 12V 55W 4300K High/Low Beam Warm White Head Lights,long life