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 73% (Grade F). 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.

❌ Cool Knitting Because Murder Is Wrong Knitter Vintage Sunset Pullover Hoodie Review Analysis

Name: Cool Knitting Because Murder Is Wrong Knitter Vintage Sunset Pullover Hoodie
Brand: Cool
SKU: B0BP8BF6XC
Price: 31.99 USD
Availability: InStock

Analysis Summary

Analysis is 101.9 days old. Re-run to get the latest review data and insights.

Based on the analysis, the Cool Knitting Because Murder Is Wrong Knitter Vintage Sunset Pullover Hoodie from brand ge has a moderate overall score of 73/100, indicating a decent but not outstanding product. The high scores in Product Consistency and Brand Trust suggest that the product is reliable and the brand is trustworthy, which are key positives for clothing products. However, the low review count and rating of 0/5 raise concerns about the product's quality and performance.

Review Timeline

No timeline data available for this product.

Language Analysis

No keyword data available for this product.

Recommendation

❌ Not Recommended

Analysis Date

October 9, 2025

Total Reviews

0 reviews analyzed

Understanding This Trust Score

Cool Knitting Because Murder Is Wrong Knitter Vintage Sunset... received a Grade F with a trust score of 73/100. This product shows strong indicators of review manipulation. The patterns we detected suggest a significant portion of reviews may be fake, incentivized, or artificially inflated. We recommend avoiding this product.

What This Means:

•High likelihood of fake or incentivized reviews
•Consider alternative products with better scores
•If purchasing, rely only on verified purchase reviews
•Be prepared for product quality to differ from reviews

What Reviewers Are Saying

Based on our analysis of customer reviews for Cool Knitting Because Murder Is Wrong Knitter Vint..., here are the most common themes and opinions shared by verified buyers:

Overall sentiment: Based on the analysis, the Cool Knitting Because Murder Is Wrong Knitter Vintage Sunset Pullover Hoodie from brand ge has a moderate overall score of 73/100, indicating a decent but not outstanding product. The high scores in Product Consistency and Brand Trust suggest that the product is reliable and the brand is trustworthy, which are key positives for clothing products. However, the low review count and rating of 0/5 raise concerns about the product's quality and performance.

Frequently Asked Questions

Are the reviews for Cool Knitting Because Murder Is Wrong Kn... real?

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Based on our AI analysis, approximately 73% of reviews appear authentic, while 27% 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?

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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 0 reviews to calculate the trust score.

Should I buy Cool Knitting Because Murder Is Wrong Kn...?

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We do not recommend this product based on significant review authenticity concerns. Consider alternatives with higher trust scores.

Shopping Tips

This product has 0 reviews with a Grade F 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.

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