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 95% (Grade A). 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.

Product image of Bike Wheel Lights Bike Spoke Lights with Batteries Included, Waterproof Bicycle Wheel Lights for Safe Cycling, Easy to Install Cool Bike Lights for Wheels

Bike Wheel Lights Bike Spoke Lights with Batteries Included, Waterproof Bicycle Wheel Lights for Safe Cycling, Easy to Install Cool Bike Lights for Wheels

Name: Bike Wheel Lights Bike Spoke Lights with Batteries Included, Waterproof Bicycle Wheel Lights for Safe Cycling, Easy to Install Cool Bike Lights for Wheels
Brand: Bike
SKU: B095TT1X2B
Price: 12.99 USD
Availability: InStock
Rating: 4 (1995 reviews)

4.0(1,995 reviews)

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

Last analyzed: October 28, 2025

0%🟢

Excellent

Trust Score

How trustworthy are the reviews for this product?

✓ Reviews appear trustworthy

Analysis Summary

Analysis is 53.3 days old. Re-run to get the latest review data and insights.

Based on the analysis, this bike wheel light product has received overwhelmingly positive reviews, with a high overall score of 95/100. The reviews are credible, consistent, and well-written, suggesting that the product is reliable and easy to install. However, the seller's reputation is somewhat concerning, scoring only 78/100, which may raise questions about their customer service and product quality consistency in the long term.

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

91%

Authenticity

easy to install(5)bright lights(8)good value for money(11)

Positive

Natural phrases

Critical

Genuine concerns

Suspicious

Generic phrases

Language Authenticity

Vocabulary Diversity100%

Natural Language Flow94%

Unique Phrasing95%

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

Recommendation

✅ Recommended

Analysis Date

October 28, 2025

Total Reviews

1,995 reviews analyzed

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✨ Premium Quality Product

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Grade ABike Wheel Lights Bike Spoke Lights with Batteries Included, Waterproof Bicycle Wheel Lights for Safe Cycling, Easy to Install Cool Bike Lights for Wheels