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 89% (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.

✅ G8 Led Bulb Dimmable, 35W Halogens Equivalent, T4 JCD Type Bi-Pin Base, 3000K Warm White G8 Bulb for Under-Cabinet/Counter Light, Under-Microwave Light, 120V 4W 360LM, 6 Pack Review Analysis

Name: G8 Led Bulb Dimmable, 35W Halogens Equivalent, T4 JCD Type Bi-Pin Base, 3000K Warm White G8 Bulb for Under-Cabinet/Counter Light, Under-Microwave Light, 120V 4W 360LM, 6 Pack
Brand: G8
SKU: B0BGH9CQKD
Price: 16.99 USD
Availability: InStock
Rating: 4.5 (78 reviews)

Analysis Summary

Analysis is 44.9 days old. Re-run to get the latest review data and insights.

Based on the analysis, this GE G8 LED bulb has received overwhelmingly positive reviews from customers, with an average rating of 4.5 out of 5 stars. The high scores for Reviewer Credibility and Review Distribution suggest that the reviews are genuine and representative of the product's performance. However, the relatively lower score for Seller Reputation (78/100) indicates that customers have some concerns about the seller's reliability, which may be a consideration for buyers.

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

highly recommend(5)energy efficient(8)no flicker(11)

Positive

Natural phrases

Critical

Genuine concerns

Suspicious

Generic phrases

Language Authenticity

Vocabulary Diversity89%

Natural Language Flow92%

Unique Phrasing86%

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

Recommendation

✅ Recommended

Analysis Date

December 5, 2025

Total Reviews

78 reviews analyzed

Understanding This Trust Score

G8 Led Bulb Dimmable, 35W Halogens Equivalent, T4 JCD Type B... received a Grade B with a trust score of 89/100. 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 G8 Led Bulb Dimmable, 35W Halogens Equivalent, T4 ..., here are the most common themes and opinions shared by verified buyers:

✓ Commonly Praised:

energy efficient (8x)no flicker (11x)

Overall sentiment: Based on the analysis, this GE G8 LED bulb has received overwhelmingly positive reviews from customers, with an average rating of 4.5 out of 5 stars. The high scores for Reviewer Credibility and Review Distribution suggest that the reviews are genuine and representative of the product's performance. However, the relatively lower score for Seller Reputation (78/100) indicates that customers have some concerns about the seller's reliability, which may be a consideration for buyers.

Frequently Asked Questions

Are the reviews for G8 Led Bulb Dimmable, 35W Halogens Equiv... real?

▼

Based on our AI analysis, approximately 89% of reviews appear authentic, while 11% 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 78 reviews to calculate the trust score.

Should I buy G8 Led Bulb Dimmable, 35W Halogens Equiv...?

▼

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 78 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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