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.

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✅ Bolt Extractor Kit, 32 Piece Easy Out Bolt Extractor Set,Stripped Bolt Extractor Set for Removing Damaged, Frozen, Rusted, Rounded-Off Bolts, Nuts & Screws Review Analysis

Name: Bolt Extractor Kit, 32 Piece Easy Out Bolt Extractor Set,Stripped Bolt Extractor Set for Removing Damaged, Frozen, Rusted, Rounded-Off Bolts, Nuts & Screws
Brand: Bolt
SKU: B0DB7Z6283
Price: 31.99 USD
Availability: InStock
Rating: 4.8 (46 reviews)

Analysis Summary

Analysis is 64.4 days old. Re-run to get the latest review data and insights.

Based on the analysis, this Bolt Extractor Kit from GE has received overwhelmingly positive reviews, with a rating of 4.8/5 and an overall score of 88/100. The high scores for Reviewer Credibility and Product Consistency suggest that the product is reliable and effective in removing damaged or stuck bolts, nuts, and screws. However, the relatively lower score for Seller Reputation (78/100) indicates that some customers may have had mixed experiences with the seller's customer service or shipping.

Review Timeline

Review patterns over time - spikes may indicate manipulation

90%

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

money well spent(5)great value(8)highly recommend(11)

Positive

Natural phrases

Critical

Genuine concerns

Suspicious

Generic phrases

Language Authenticity

Vocabulary Diversity100%

Natural Language Flow81%

Unique Phrasing98%

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

Recommendation

✅ Recommended

Analysis Date

November 15, 2025

Total Reviews

46 reviews analyzed

Understanding This Trust Score

Bolt Extractor Kit, 32 Piece Easy Out Bolt Extractor Set,Str... 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 Bolt Extractor Kit, 32 Piece Easy Out Bolt Extract..., here are the most common themes and opinions shared by verified buyers:

✓ Commonly Praised:

money well spent (5x)great value (8x)

Overall sentiment: Based on the analysis, this Bolt Extractor Kit from GE has received overwhelmingly positive reviews, with a rating of 4.8/5 and an overall score of 88/100. The high scores for Reviewer Credibility and Product Consistency suggest that the product is reliable and effective in removing damaged or stuck bolts, nuts, and screws. However, the relatively lower score for Seller Reputation (78/100) indicates that some customers may have had mixed experiences with the seller's customer service or shipping.

Frequently Asked Questions

Are the reviews for Bolt Extractor Kit, 32 Piece Easy Out Bo... 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 46 reviews to calculate the trust score.

Should I buy Bolt Extractor Kit, 32 Piece Easy Out Bo...?

▼

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 46 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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