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 88% (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.

✅ Energetic 6-Pack Dimmable LED Light Bulbs 100 Watt Equivalent, 1500 Lumens 12.5W, Warm White 3000K, E26 LED Bulb, 15000 Hrs, ETL Listed Review Analysis

Name: Energetic 6-Pack Dimmable LED Light Bulbs 100 Watt Equivalent, 1500 Lumens 12.5W, Warm White 3000K, E26 LED Bulb, 15000 Hrs, ETL Listed
Brand: Energetic
SKU: B0BTL5GDKW
Price: 17.49 USD
Availability: InStock
Rating: 4.6 (276 reviews)

Analysis Summary

Analysis is 89.4 days old. Re-run to get the latest review data and insights.

Based on the analysis, this GE 6-pack of dimmable LED light bulbs has received overwhelmingly positive reviews, with a rating of 4.6 out of 5 stars from 9 reviewers. The high scores for reviewer credibility, review distribution, and product consistency suggest that the product is trustworthy and reliable, which is reassuring given GE's established brand reputation in the lighting industry. However, the lower score for review content quality and seller reputation indicate that some reviewers may have had issues with customer service or product quality, which is worth considering before making a purchase.

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

71%

Authenticity

dimmable(5)flicker free(8)bright light(11)

Positive

Natural phrases

Critical

Genuine concerns

Suspicious

Generic phrases

Language Authenticity

Vocabulary Diversity100%

Natural Language Flow83%

Unique Phrasing100%

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

Recommendation

✅ Recommended

Analysis Date

October 21, 2025

Total Reviews

276 reviews analyzed

Understanding This Trust Score

Energetic 6-Pack Dimmable LED Light Bulbs 100 Watt Equivalen... received a Grade B with a trust score of 88/100. 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 Energetic 6-Pack Dimmable LED Light Bulbs 100 Watt..., here are the most common themes and opinions shared by verified buyers:

✓ Commonly Praised:

bright light (11x)

Overall sentiment: Based on the analysis, this GE 6-pack of dimmable LED light bulbs has received overwhelmingly positive reviews, with a rating of 4.6 out of 5 stars from 9 reviewers. The high scores for reviewer credibility, review distribution, and product consistency suggest that the product is trustworthy and reliable, which is reassuring given GE's established brand reputation in the lighting industry. However, the lower score for review content quality and seller reputation indicate that some reviewers may have had issues with customer service or product quality, which is worth considering before making a purchase.

Frequently Asked Questions

Are the reviews for Energetic 6-Pack Dimmable LED Light Bulb... real?

▼

Based on our AI analysis, approximately 88% of reviews appear authentic, while 12% 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 276 reviews to calculate the trust score.

Should I buy Energetic 6-Pack Dimmable LED Light Bulb...?

▼

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 276 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

As an Amazon Associate I earn from qualifying purchases