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.

✅ LED Microwave Light Bulbs Under Hood 40W Equivalent, E17 LED Bulb Dimmable for Range Hood, 3W 380 Lumens, LED Appliance Light Bulb Over Stove, Daylight 5000K, 2 Pack Review Analysis

Name: LED Microwave Light Bulbs Under Hood 40W Equivalent, E17 LED Bulb Dimmable for Range Hood, 3W 380 Lumens, LED Appliance Light Bulb Over Stove, Daylight 5000K, 2 Pack
Brand: LED
SKU: B0C61VL1FQ
Price: 9.99 USD
Availability: InStock
Rating: 4.6 (1042 reviews)

Analysis Summary

Analysis is 89.6 days old. Re-run to get the latest review data and insights.

Based on the analysis, this GE LED microwave light bulb product has received overwhelmingly positive reviews from customers, with an average rating of 4.6/5. The high review credibility and velocity scores suggest that customers are generally satisfied with the product's performance and value. However, the lower review content quality score indicates that some reviews may lack detail or specificity, which could be a concern for customers seeking more in-depth information.

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

55%

Authenticity

bright(5)great(8)love(11)perfect(14)well spent(17)

Positive

Natural phrases

Critical

Genuine concerns

Suspicious

Generic phrases

Language Authenticity

Vocabulary Diversity100%

Natural Language Flow70%

Unique Phrasing100%

Caution: Some phrases appear unusually frequently. This may indicate coordinated reviews or templated responses.

Recommendation

✅ Recommended

Analysis Date

October 21, 2025

Total Reviews

1,042 reviews analyzed

Understanding This Trust Score

LED Microwave Light Bulbs Under Hood 40W Equivalent, E17 LED... 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 LED Microwave Light Bulbs Under Hood 40W Equivalen..., here are the most common themes and opinions shared by verified buyers:

✓ Commonly Praised:

well spent (17x)

Overall sentiment: Based on the analysis, this GE LED microwave light bulb product has received overwhelmingly positive reviews from customers, with an average rating of 4.6/5. The high review credibility and velocity scores suggest that customers are generally satisfied with the product's performance and value. However, the lower review content quality score indicates that some reviews may lack detail or specificity, which could be a concern for customers seeking more in-depth information.

Frequently Asked Questions

Are the reviews for LED Microwave Light Bulbs Under Hood 40W... real?

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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?

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Our AI analyzes multiple factors including review timing patterns, language similarity, reviewer history, and purchase verification. For this product, we analyzed 1,042 reviews to calculate the trust score.

Should I buy LED Microwave Light Bulbs Under Hood 40W...?

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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

This product has 1,042 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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