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 78% (Grade B). 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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✅ Steel Toe Shoes for Women Men Wide Non Slip Composite Work Sneakers Indestructible Comfortable Safety Tennis Shoes Lightweight Breathable Construction Sneakers Puncture Proof Ergonomic Design Review Analysis

Name: Steel Toe Shoes for Women Men Wide Non Slip Composite Work Sneakers Indestructible Comfortable Safety Tennis Shoes Lightweight Breathable Construction Sneakers Puncture Proof Ergonomic Design
Brand: Steel
SKU: B0D3HCX2YN
Price: 16.99 USD
Availability: InStock
Rating: 4.2 (831 reviews)

Analysis Summary

Analysis is 146.5 days old. Re-run to get the latest review data and insights.

This work shoe product has a generally positive validation result, with an overall score of 78/100 and a 4.2/5 star rating from 9 reviews, indicating a trustworthy and comfortable option for those seeking durable and safe footwear. However, the relatively low reviewer credibility score of 68/100 raises some concerns about the authenticity of the reviews. On the other hand, the high product consistency score of 96/100 suggests that the product is well-made and reliable, making it a solid choice for those prioritizing quality and safety in their work shoes.

Review Timeline

Review patterns over time - spikes may indicate manipulation

93%

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

very comfortable(5)steel toe(8)perfect fit(11)

Positive

Natural phrases

Critical

Genuine concerns

Suspicious

Generic phrases

Language Authenticity

Vocabulary Diversity96%

Natural Language Flow76%

Unique Phrasing94%

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

Recommendation

✅ Recommended

Analysis Date

August 25, 2025

Total Reviews

831 reviews analyzed

Understanding This Trust Score

Steel Toe Shoes for Women Men Wide Non Slip Composite Work S... received a Grade B with a trust score of 78/100. 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 Steel Toe Shoes for Women Men Wide Non Slip Compos..., here are the most common themes and opinions shared by verified buyers:

✓ Commonly Praised:

very comfortable (5x)steel toe (8x)

Overall sentiment: This work shoe product has a generally positive validation result, with an overall score of 78/100 and a 4.2/5 star rating from 9 reviews, indicating a trustworthy and comfortable option for those seeking durable and safe footwear. However, the relatively low reviewer credibility score of 68/100 raises some concerns about the authenticity of the reviews. On the other hand, the high product consistency score of 96/100 suggests that the product is well-made and reliable, making it a solid choice for those prioritizing quality and safety in their work shoes.

Frequently Asked Questions

Are the reviews for Steel Toe Shoes for Women Men Wide Non S... real?

▼

Based on our AI analysis, approximately 78% of reviews appear authentic, while 22% 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 831 reviews to calculate the trust score.

Should I buy Steel Toe Shoes for Women Men Wide Non S...?

▼

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 831 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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