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 87% (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.

✅ 12 Pieces Bike Headset Spacer Carbon Fiber Bicycle Front Fork Stem Spacers Fit 1 1/8-Inch Stem, 1 2 3 5 10 15 mm Review Analysis

Name: 12 Pieces Bike Headset Spacer Carbon Fiber Bicycle Front Fork Stem Spacers Fit 1 1/8-Inch Stem, 1 2 3 5 10 15 mm
Brand: 12
SKU: B08LYYJ87G
Price: 7.99 USD
Availability: InStock
Rating: 4.7 (136 reviews)

Analysis Summary

This bike accessory has received overwhelmingly positive reviews from customers, with an average rating of 4.7/5 and a high overall score of 87/100. While the review content quality is somewhat lacking, the reviewers' credibility and consistency in their ratings are extremely high, suggesting that the product is reliable and performs well. However, the seller's reputation is slightly lower than expected, which may raise some concerns about their customer service and product quality control.

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

79%

Authenticity

great product(5)happy with purchase(8)

Positive

Natural phrases

Critical

Genuine concerns

Suspicious

Generic phrases

Language Authenticity

Vocabulary Diversity100%

Natural Language Flow72%

Unique Phrasing100%

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

Recommendation

✅ Recommended

Analysis Date

January 7, 2026

Total Reviews

136 reviews analyzed

Understanding This Trust Score

12 Pieces Bike Headset Spacer Carbon Fiber Bicycle Front For... received a Grade B with a trust score of 87/100. 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 12 Pieces Bike Headset Spacer Carbon Fiber Bicycle..., here are the most common themes and opinions shared by verified buyers:

✓ Commonly Praised:

happy with purchase (8x)

Overall sentiment: This bike accessory has received overwhelmingly positive reviews from customers, with an average rating of 4.7/5 and a high overall score of 87/100. While the review content quality is somewhat lacking, the reviewers' credibility and consistency in their ratings are extremely high, suggesting that the product is reliable and performs well. However, the seller's reputation is slightly lower than expected, which may raise some concerns about their customer service and product quality control.

Frequently Asked Questions

Are the reviews for 12 Pieces Bike Headset Spacer Carbon Fib... real?

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Based on our AI analysis, approximately 87% of reviews appear authentic, while 13% 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 136 reviews to calculate the trust score.

Should I buy 12 Pieces Bike Headset Spacer Carbon Fib...?

▼

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 for [object Object]

This product has 136 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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