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 92% (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.

✅ Leather Repair Kit for Furniture, Sofa, Jacket, Car Seats and Purse. Vinyl Repair Kit. Super Easy Instructions to Match Any Color, Restore Any Material, Bonded, Italian, Pleather, Genuine Review Analysis

Name: Leather Repair Kit for Furniture, Sofa, Jacket, Car Seats and Purse. Vinyl Repair Kit. Super Easy Instructions to Match Any Color, Restore Any Material, Bonded, Italian, Pleather, Genuine
Brand: Leather
SKU: B07ZN8JK88
Price: 16.95 USD
Availability: InStock
Rating: 4 (8042 reviews)

Analysis Summary

Analysis is 93.2 days old. Re-run to get the latest review data and insights.

Based on the analysis, this Leather Repair Kit from ge has received a high overall score of 92/100, indicating a generally positive experience among reviewers. However, a relatively low seller reputation score of 78/100 raises some concerns about the brand's reliability and consistency. Despite this, the product's high review content quality, velocity, and credibility suggest that it effectively repairs leather and vinyl materials, making it a trustworthy option for consumers looking to restore their clothing and accessories.

Review Timeline

Review patterns over time - spikes may indicate manipulation

95%

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

easy to use(5)works great(8)highly recommend(11)

Positive

Natural phrases

Critical

Genuine concerns

Suspicious

Generic phrases

Language Authenticity

Vocabulary Diversity100%

Natural Language Flow83%

Unique Phrasing99%

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

Recommendation

✅ Recommended

Analysis Date

October 17, 2025

Total Reviews

8,042 reviews analyzed

Understanding This Trust Score

Leather Repair Kit for Furniture, Sofa, Jacket, Car Seats an... received a Grade A with a trust score of 92/100. 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 Leather Repair Kit for Furniture, Sofa, Jacket, Ca..., here are the most common themes and opinions shared by verified buyers:

✓ Commonly Praised:

easy to use (5x)works great (8x)

Overall sentiment: Based on the analysis, this Leather Repair Kit from ge has received a high overall score of 92/100, indicating a generally positive experience among reviewers. However, a relatively low seller reputation score of 78/100 raises some concerns about the brand's reliability and consistency. Despite this, the product's high review content quality, velocity, and credibility suggest that it effectively repairs leather and vinyl materials, making it a trustworthy option for consumers looking to restore their clothing and accessories.

Frequently Asked Questions

Are the reviews for Leather Repair Kit for Furniture, Sofa, ... real?

▼

Based on our AI analysis, approximately 92% of reviews appear authentic, while 8% 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 8,042 reviews to calculate the trust score.

Should I buy Leather Repair Kit for Furniture, Sofa, ...?

▼

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 8,042 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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