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.

✅ hyrion LED Flame Light Bulbs, 4 Modes Fire Flickering Light Bulbs, E26 Base with Upside Down Effect, Halloween, Christmas Party Porch Outdoor Indoor Home Decor (4 Pack) Review Analysis

Name: hyrion LED Flame Light Bulbs, 4 Modes Fire Flickering Light Bulbs, E26 Base with Upside Down Effect, Halloween, Christmas Party Porch Outdoor Indoor Home Decor (4 Pack)
Brand: hyrion
SKU: B0D8PXZ498
Price: 25.99 USD
Availability: InStock
Rating: 4.6 (149 reviews)

Analysis Summary

Analysis is 50.2 days old. Re-run to get the latest review data and insights.

Based on this review analysis, the hyrion LED Flame Light Bulbs have received overwhelmingly positive feedback from customers, with a 4.6/5-star rating and high scores for review content quality, reviewer credibility, and product consistency. However, the relatively low brand trust score (61/100) suggests that some customers may be unfamiliar with the brand or have concerns about its reputation. Overall, the product's high ratings and consistent performance make it a trustworthy option for home decor, but it may benefit from more established brand recognition.

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

81%

Authenticity

great buy(5)looks fantastic(8)super cool(11)

Positive

Natural phrases

Critical

Genuine concerns

Suspicious

Generic phrases

Language Authenticity

Vocabulary Diversity100%

Natural Language Flow74%

Unique Phrasing96%

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

Recommendation

✅ Recommended

Analysis Date

November 29, 2025

Total Reviews

149 reviews analyzed

Understanding This Trust Score

hyrion LED Flame Light Bulbs, 4 Modes Fire Flickering 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 hyrion LED Flame Light Bulbs, 4 Modes Fire Flicker..., here are the most common themes and opinions shared by verified buyers:

✓ Commonly Praised:

looks fantastic (8x)super cool (11x)

Overall sentiment: Based on this review analysis, the hyrion LED Flame Light Bulbs have received overwhelmingly positive feedback from customers, with a 4.6/5-star rating and high scores for review content quality, reviewer credibility, and product consistency. However, the relatively low brand trust score (61/100) suggests that some customers may be unfamiliar with the brand or have concerns about its reputation. Overall, the product's high ratings and consistent performance make it a trustworthy option for home decor, but it may benefit from more established brand recognition.

Frequently Asked Questions

Are the reviews for hyrion LED Flame Light Bulbs, 4 Modes Fi... 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 149 reviews to calculate the trust score.

Should I buy hyrion LED Flame Light Bulbs, 4 Modes Fi...?

▼

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 149 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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