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 94% (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?

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.

4-Piece Horsehair Shoe Brush Shine Kit, Shoe Polish Kit, Leather Shoes Boot Cleaning Brush Care Clean Dauber Applicators

Name: 4-Piece Horsehair Shoe Brush Shine Kit, Shoe Polish Kit, Leather Shoes Boot Cleaning Brush Care Clean Dauber Applicators
Brand: 4-Piece
SKU: B0BL2FBY6R
Price: 6.96 USD
Availability: InStock
Rating: 4.7 (2251 reviews)

4.7(2,251 reviews)

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

Last analyzed: December 14, 2025

0%🟢

Excellent

Trust Score

How trustworthy are the reviews for this product?

✓ Reviews appear trustworthy

Analysis Summary

Analysis is 35.9 days old. Re-run to get the latest review data and insights.

This 4-Piece Horsehair Shoe Brush Shine Kit has received overwhelmingly positive reviews from customers, earning a 4.7/5 rating and an overall score of 94/100. The high review content quality and credibility of reviewers suggest that the product is effective and well-suited for cleaning and polishing leather shoes. However, the relatively low seller reputation score of 78/100 raises some concerns about the brand's consistency and reliability.

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

89%

Authenticity

great quality(5)good price(8)

Positive

Natural phrases

Critical

Genuine concerns

Suspicious

Generic phrases

Language Authenticity

Vocabulary Diversity100%

Natural Language Flow83%

Unique Phrasing95%

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

Recommendation

✅ Recommended

Analysis Date

December 14, 2025

Total Reviews

2,251 reviews analyzed

Understanding This Trust Score

4-Piece Horsehair Shoe Brush Shine Kit, Shoe Polish Kit, Lea... received a Grade A with a trust score of 94/100. 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 4-Piece Horsehair Shoe Brush Shine Kit, Shoe Polis..., here are the most common themes and opinions shared by verified buyers:

✓ Commonly Praised:

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

Overall sentiment: This 4-Piece Horsehair Shoe Brush Shine Kit has received overwhelmingly positive reviews from customers, earning a 4.7/5 rating and an overall score of 94/100. The high review content quality and credibility of reviewers suggest that the product is effective and well-suited for cleaning and polishing leather shoes. However, the relatively low seller reputation score of 78/100 raises some concerns about the brand's consistency and reliability.

Frequently Asked Questions

Are the reviews for 4-Piece Horsehair Shoe Brush Shine Kit, ... real?

▼

Based on our AI analysis, approximately 94% of reviews appear authentic, while 6% 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 2,251 reviews to calculate the trust score.

Should I buy 4-Piece Horsehair Shoe Brush Shine Kit, ...?

▼

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 for [object Object]

This product has 2,251 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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Grade A4-Piece Horsehair Shoe Brush Shine Kit, Shoe Polish Kit, Leather Shoes Boot Cleaning Brush Care Clean Dauber Applicators