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 69% (Grade C). 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.

⚠️ Shoe Cleaner Kit Sneaker Cleaner, Deep Clean yet Gentle Pro Concentrated Foam Formula with 2 Brush & Microfiber Towel, Safe Shoe Care Set for white shoe, Leather, Canvas, Mesh & More Review Analysis

Name: Shoe Cleaner Kit Sneaker Cleaner, Deep Clean yet Gentle Pro Concentrated Foam Formula with 2 Brush & Microfiber Towel, Safe Shoe Care Set for white shoe, Leather, Canvas, Mesh & More
Brand: Shoe
SKU: B0F6SSMDZY
Price: 16.99 USD
Availability: InStock
Rating: 4.8 (20 reviews)

Analysis Summary

Analysis is 151.3 days old. Re-run to get the latest review data and insights.

The ge Shoe Cleaner Kit has a strong overall rating of 4.8/5, indicating high customer satisfaction with its effectiveness and gentle care for various shoe materials. However, the lack of review count and relatively low review distribution score raise some concerns about the product's overall validation, despite the brand's trustworthy reputation and consistent product quality. The high review content quality and brand trust scores suggest that customers who have purchased the product are highly satisfied, but more reviews are needed to fully confirm its reliability.

Review Timeline

No timeline data available for this product.

Keyword Analysis

Common phrases and their authenticity patterns

81%

Authenticity

none(5)

Positive

Natural phrases

Critical

Genuine concerns

Suspicious

Generic phrases

Language Authenticity

Vocabulary Diversity30%

Natural Language Flow40%

Unique Phrasing40%

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

Recommendation

⚠️ Use Caution

Analysis Date

August 20, 2025

Total Reviews

20 reviews analyzed

Understanding This Trust Score

Shoe Cleaner Kit Sneaker Cleaner, Deep Clean yet Gentle Pro ... received a Grade C with a trust score of 69/100. This product shows mixed signals in review authenticity. While many reviews may be genuine, our analysis detected patterns that suggest some reviews could be manipulated or incentivized. Proceed with caution.

What This Means:

•Review the most recent and critical reviews
•Look for detailed, specific feedback
•Be wary of overly positive generic reviews
•Consider checking alternative products

What Reviewers Are Saying

Based on our analysis of customer reviews for Shoe Cleaner Kit Sneaker Cleaner, Deep Clean yet G..., here are the most common themes and opinions shared by verified buyers:

⚠ Common Concerns:

none (5x)

Overall sentiment: The ge Shoe Cleaner Kit has a strong overall rating of 4.8/5, indicating high customer satisfaction with its effectiveness and gentle care for various shoe materials. However, the lack of review count and relatively low review distribution score raise some concerns about the product's overall validation, despite the brand's trustworthy reputation and consistent product quality. The high review content quality and brand trust scores suggest that customers who have purchased the product are highly satisfied, but more reviews are needed to fully confirm its reliability.

Frequently Asked Questions

Are the reviews for Shoe Cleaner Kit Sneaker Cleaner, Deep C... real?

▼

Based on our AI analysis, approximately 69% of reviews appear authentic, while 31% show patterns consistent with potentially fake or incentivized reviews. We recommend reading reviews critically and focusing on verified purchases.

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 20 reviews to calculate the trust score.

Should I buy Shoe Cleaner Kit Sneaker Cleaner, Deep C...?

▼

We recommend proceeding with caution. While some reviews are genuine, there are concerning patterns. Read recent verified purchase reviews carefully before deciding.

Shopping Tips

This product has 20 reviews with a Grade C 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.

✨ Good Quality Product

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