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.

✅ Topec Bolt Extractor Kit, 35-Piece Broken Bolt Extractor Set, Impact Bolt & Nut Remover Socket Set, Removal Tool for Removing Damaged, Frozen, Rusted, Rounded-Off Bolts, Nuts & Screws Review Analysis

Name: Topec Bolt Extractor Kit, 35-Piece Broken Bolt Extractor Set, Impact Bolt & Nut Remover Socket Set, Removal Tool for Removing Damaged, Frozen, Rusted, Rounded-Off Bolts, Nuts & Screws
Brand: Topec
SKU: B0CYSRMJGB
Price: 46.97 USD
Availability: InStock
Rating: 4.5 (460 reviews)

Analysis Summary

Analysis is 89.1 days old. Re-run to get the latest review data and insights.

I think there may be an issue here. The product review analysis provided is actually for a bolt extractor kit, not a clothing product. However, I can still provide a summary based on the analysis. Based on the analysis, the bolt extractor kit has received overwhelmingly positive reviews, with an average rating of 4.5/5 from 13 reviewers. The high reviewer credibility and product consistency scores suggest that the product is reliable and performs as expected. However, the relatively low review content quality score may indicate that some reviewers provided brief or generic feedback, which could be a concern for potential buyers.

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

71%

Authenticity

lifesaver(5)absolute must-have(8)worth every penny(11)

Positive

Natural phrases

Critical

Genuine concerns

Suspicious

Generic phrases

Language Authenticity

Vocabulary Diversity99%

Natural Language Flow95%

Unique Phrasing93%

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

Recommendation

✅ Recommended

Analysis Date

October 22, 2025

Total Reviews

460 reviews analyzed

Understanding This Trust Score

Topec Bolt Extractor Kit, 35-Piece Broken Bolt Extractor Set... 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 Topec Bolt Extractor Kit, 35-Piece Broken Bolt Ext..., here are the most common themes and opinions shared by verified buyers:

✓ Commonly Praised:

lifesaver (5x)

Overall sentiment: I think there may be an issue here. The product review analysis provided is actually for a bolt extractor kit, not a clothing product. However, I can still provide a summary based on the analysis. Based on the analysis, the bolt extractor kit has received overwhelmingly positive reviews, with an average rating of 4.5/5 from 13 reviewers. The high reviewer credibility and product consistency scores suggest that the product is reliable and performs as expected. However, the relatively low review content quality score may indicate that some reviewers provided brief or generic feedback, which could be a concern for potential buyers.

Frequently Asked Questions

Are the reviews for Topec Bolt Extractor Kit, 35-Piece Broke... 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 460 reviews to calculate the trust score.

Should I buy Topec Bolt Extractor Kit, 35-Piece Broke...?

▼

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 460 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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