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 90% (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.

✅ Sfee Ice Cleats for Walking on Ice Snow Grips Crampons Traction for Shoes/Boots, Anti-Slip Portable Flexible Footwear for Walking Climbing Hiking Fishing Outdoor Running with 2 Adjustable Straps Review Analysis

Name: Sfee Ice Cleats for Walking on Ice Snow Grips Crampons Traction for Shoes/Boots, Anti-Slip Portable Flexible Footwear for Walking Climbing Hiking Fishing Outdoor Running with 2 Adjustable Straps
Brand: Sfee
SKU: B08MQ8R6V4
Price: 14.78 USD
Availability: InStock
Rating: 4.3 (741 reviews)

Analysis Summary

Analysis is 39.3 days old. Re-run to get the latest review data and insights.

Based on this review analysis, the Sfee Ice Cleats for Walking on Ice Snow Grips Crampons Traction for Shoes/Boots have received overwhelmingly positive feedback from customers, with a 4.3/5 rating and 90/100 overall score. The high review content quality and reviewer credibility scores suggest that customers are genuinely satisfied with the product's performance and effectiveness. However, the relatively low brand trust score of 64/100 may raise some concerns about the brand's reputation and consistency, which could be a factor for customers considering this product.

Review Timeline

Review patterns over time - spikes may indicate manipulation

78%

Velocity Score

Spikes

Detected

Peak

Reviews/mo

Timeline

Months

Pattern Analysis

Warning: We detected 1 suspicious review spike(s). Legitimate products typically have steady, organic review growth.

Keyword Analysis

Common phrases and their authenticity patterns

89%

Authenticity

very secure(5)excellent traction(8)

Positive

Natural phrases

Critical

Genuine concerns

Suspicious

Generic phrases

Language Authenticity

Vocabulary Diversity94%

Natural Language Flow81%

Unique Phrasing94%

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

Recommendation

✅ Recommended

Analysis Date

December 10, 2025

Total Reviews

741 reviews analyzed

Understanding This Trust Score

Sfee Ice Cleats for Walking on Ice Snow Grips Crampons Tract... received a Grade A with a trust score of 90/100. 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 Sfee Ice Cleats for Walking on Ice Snow Grips Cram..., here are the most common themes and opinions shared by verified buyers:

✓ Commonly Praised:

very secure (5x)excellent traction (8x)

Overall sentiment: Based on this review analysis, the Sfee Ice Cleats for Walking on Ice Snow Grips Crampons Traction for Shoes/Boots have received overwhelmingly positive feedback from customers, with a 4.3/5 rating and 90/100 overall score. The high review content quality and reviewer credibility scores suggest that customers are genuinely satisfied with the product's performance and effectiveness. However, the relatively low brand trust score of 64/100 may raise some concerns about the brand's reputation and consistency, which could be a factor for customers considering this product.

Frequently Asked Questions

Are the reviews for Sfee Ice Cleats for Walking on Ice Snow ... real?

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Based on our AI analysis, approximately 90% of reviews appear authentic, while 10% 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 741 reviews to calculate the trust score.

Should I buy Sfee Ice Cleats for Walking on Ice Snow ...?

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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 for [object Object]

This product has 741 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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