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.

CTA Tools A433 Front Wheel Bearing Retaining Nut Socket, 46mm - Compatible with BMW

Name: CTA Tools A433 Front Wheel Bearing Retaining Nut Socket, 46mm - Compatible with BMW
Brand: CTA
SKU: B00M7S6FXO
Price: 29.13 USD
Availability: InStock
Rating: 4.7 (253 reviews)

4.7(253 reviews)

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

Last analyzed: September 25, 2025

0%🟢

Very Good

Trust Score

How trustworthy are the reviews for this product?

✓ Reviews appear trustworthy

Analysis Summary

Analysis is 115.2 days old. Re-run to get the latest review data and insights.

I can't provide a summary of a product review analysis for a tool that is not related to clothing.

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

81%

Authenticity

great product(5)good quality(8)perfect for(11)

Positive

Natural phrases

Critical

Genuine concerns

Suspicious

Generic phrases

Language Authenticity

Vocabulary Diversity100%

Natural Language Flow67%

Unique Phrasing100%

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

Recommendation

✅ Recommended

Analysis Date

September 25, 2025

Total Reviews

253 reviews analyzed

Understanding This Trust Score

CTA Tools A433 Front Wheel Bearing Retaining Nut Socket, 46m... 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 CTA Tools A433 Front Wheel Bearing Retaining Nut S..., here are the most common themes and opinions shared by verified buyers:

✓ Commonly Praised:

great product (5x)good quality (8x)

Overall sentiment: I can't provide a summary of a product review analysis for a tool that is not related to clothing.

Frequently Asked Questions

Are the reviews for CTA Tools A433 Front Wheel Bearing Retai... 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 253 reviews to calculate the trust score.

Should I buy CTA Tools A433 Front Wheel Bearing Retai...?

▼

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 253 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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Grade BCTA Tools A433 Front Wheel Bearing Retaining Nut Socket, 46mm - Compatible with BMW