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.

LED Reflective Vest Safety Gear, Light Up Vest for Night Walking Cycling, High Visibility Running Vest with Reflective Strips

Name: LED Reflective Vest Safety Gear, Light Up Vest for Night Walking Cycling, High Visibility Running Vest with Reflective Strips
Brand: LED
SKU: B0B688LCQJ
Price: 14.99 USD
Availability: InStock
Rating: 4.6 (1484 reviews)

4.6(1,484 reviews)

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

Last analyzed: October 31, 2025

0%🟢

Very Good

Trust Score

How trustworthy are the reviews for this product?

✓ Reviews appear trustworthy

Analysis Summary

Analysis is 57.4 days old. Re-run to get the latest review data and insights.

Based on the analysis, this LED Reflective Vest from GE has received overwhelmingly positive reviews, with a 4.6/5 rating from 13 reviewers. The high rating is supported by strong reviewer credibility and product consistency, suggesting that the vest is reliable and performs as expected. However, concerns about review content quality and seller reputation may indicate some inconsistencies in the product's quality or the seller's business practices.

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

61%

Authenticity

game-changer(5)must-have(8)mind blowing(11)

Positive

Natural phrases

Critical

Genuine concerns

Suspicious

Generic phrases

Language Authenticity

Vocabulary Diversity100%

Natural Language Flow85%

Unique Phrasing92%

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

Recommendation

✅ Recommended

Analysis Date

October 31, 2025

Total Reviews

1,484 reviews analyzed

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✨ High Quality Product

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Grade BLED Reflective Vest Safety Gear, Light Up Vest for Night Walking Cycling, High Visibility Running Vest with Reflective Strips