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 92% (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?

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✅ Performance Tool W9163 Utility and Fingernail Brush with Magnet / Scrub Brush Review Analysis

Name: Performance Tool W9163 Utility and Fingernail Brush with Magnet / Scrub Brush
Brand: Performance
SKU: B004BTV79Y
Price: 3.99 USD
Availability: InStock
Rating: 4.3 (1094 reviews)

Analysis Summary

Analysis is 105 days old. Re-run to get the latest review data and insights.

Based on the analysis, this GE utility and fingernail brush with magnet/scrub brush has received overwhelmingly positive reviews from customers, with an average rating of 4.3 out of 5 stars. The high review velocity and credibility scores suggest that customers are actively recommending this product, which is a testament to its quality and effectiveness. However, the lower seller reputation score indicates that some customers have had issues with the seller, which may be a concern for buyers.

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

79%

Authenticity

I would highly recommend(5)works great(8)

Positive

Natural phrases

Critical

Genuine concerns

Suspicious

Generic phrases

Language Authenticity

Vocabulary Diversity99%

Natural Language Flow80%

Unique Phrasing92%

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

Recommendation

✅ Recommended

Analysis Date

October 6, 2025

Total Reviews

1,094 reviews analyzed

Understanding This Trust Score

Performance Tool W9163 Utility and Fingernail Brush with Mag... received a Grade A with a trust score of 92/100. This product has earned our highest trust rating. The review patterns show authentic customer feedback with natural language variation, consistent timing, and verified purchases. You can shop with confidence.

What This Means:

•Reviews show natural language diversity
•No suspicious timing patterns detected
•High percentage of verified purchases
•Review velocity matches expected sales patterns

What Reviewers Are Saying

Based on our analysis of customer reviews for Performance Tool W9163 Utility and Fingernail Brus..., here are the most common themes and opinions shared by verified buyers:

✓ Commonly Praised:

works great (8x)

Overall sentiment: Based on the analysis, this GE utility and fingernail brush with magnet/scrub brush has received overwhelmingly positive reviews from customers, with an average rating of 4.3 out of 5 stars. The high review velocity and credibility scores suggest that customers are actively recommending this product, which is a testament to its quality and effectiveness. However, the lower seller reputation score indicates that some customers have had issues with the seller, which may be a concern for buyers.

Frequently Asked Questions

Are the reviews for Performance Tool W9163 Utility and Finge... real?

▼

Based on our AI analysis, approximately 92% of reviews appear authentic, while 8% 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 1,094 reviews to calculate the trust score.

Should I buy Performance Tool W9163 Utility and Finge...?

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Based on our analysis, this product has trustworthy reviews and appears to be a safe purchase. The A grade indicates excellent review authenticity.

Shopping Tips

This product has 1,094 reviews with a Grade A 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.

✨ Premium Quality Product

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