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 86% (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.

✅ Fabric Shaver, Lint Remover Rechargeable, Electric Portable Sweater Defuzzer with 3 Speeds, 6 Leaf Blades, Digital LED Display to Remove Pilling for Clothes, Furniture, Sweater, Couch, Blanket Review Analysis

Name: Fabric Shaver, Lint Remover Rechargeable, Electric Portable Sweater Defuzzer with 3 Speeds, 6 Leaf Blades, Digital LED Display to Remove Pilling for Clothes, Furniture, Sweater, Couch, Blanket
Brand: Fabric
SKU: B0CJRM936N
Price: 9.99 USD
Availability: InStock
Rating: 4.6 (9004 reviews)

Analysis Summary

Analysis is 154.8 days old. Re-run to get the latest review data and insights.

This fabric shaver from GE has received overwhelmingly positive reviews, with an average rating of 4.6 out of 5 stars, thanks to its effective performance and convenient features. The high reviewer credibility and product consistency scores suggest that customers are satisfied with the product's ability to remove pilling from clothes and furniture, making it a trustworthy option for home use. However, the relatively low seller reputation score raises some concerns, so it's essential to purchase from a reputable seller to ensure a smooth transaction.

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

89%

Authenticity

easy to use(5)great little machine(8)

Positive

Natural phrases

Critical

Genuine concerns

Suspicious

Generic phrases

Language Authenticity

Vocabulary Diversity94%

Natural Language Flow93%

Unique Phrasing93%

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

Recommendation

✅ Recommended

Analysis Date

August 17, 2025

Total Reviews

9,004 reviews analyzed

Understanding This Trust Score

Fabric Shaver, Lint Remover Rechargeable, Electric Portable ... received a Grade A with a trust score of 86/100. 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 Fabric Shaver, Lint Remover Rechargeable, Electric..., here are the most common themes and opinions shared by verified buyers:

✓ Commonly Praised:

easy to use (5x)great little machine (8x)

Overall sentiment: This fabric shaver from GE has received overwhelmingly positive reviews, with an average rating of 4.6 out of 5 stars, thanks to its effective performance and convenient features. The high reviewer credibility and product consistency scores suggest that customers are satisfied with the product's ability to remove pilling from clothes and furniture, making it a trustworthy option for home use. However, the relatively low seller reputation score raises some concerns, so it's essential to purchase from a reputable seller to ensure a smooth transaction.

Frequently Asked Questions

Are the reviews for Fabric Shaver, Lint Remover Rechargeable... real?

▼

Based on our AI analysis, approximately 86% of reviews appear authentic, while 14% 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 9,004 reviews to calculate the trust score.

Should I buy Fabric Shaver, Lint Remover Rechargeable...?

▼

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

This product has 9,004 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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