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 78.3% (Grade D). 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.

Product image of Cream Leather Repair Kit for Furniture, Vinyl Repair Kit for Car Interior, Sofa, Purse and Jacket, Restore Any Material with Super Easy Instructions to Fix Scratches, Tears, Holes, Peeling

Cream Leather Repair Kit for Furniture, Vinyl Repair Kit for Car Interior, Sofa, Purse and Jacket, Restore Any Material with Super Easy Instructions to Fix Scratches, Tears, Holes, Peeling

Name: Cream Leather Repair Kit for Furniture, Vinyl Repair Kit for Car Interior, Sofa, Purse and Jacket, Restore Any Material with Super Easy Instructions to Fix Scratches, Tears, Holes, Peeling
Brand: Cream
SKU: B0FH5753DM
Price: 17.99 USD
Availability: InStock
Rating: 5 (3 reviews)

5.0(3 reviews)

AI-powered analysis of this product's reviews to help you make an informed purchase decision.

Last analyzed: October 17, 2025

0%🟠

Fair

Trust Score

How trustworthy are the reviews for this product?

✓ Reviews appear trustworthy

Analysis Summary

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

This cream leather repair kit has received a high rating of 5/5 from a small number of reviewers, but its overall score is lower due to mixed review content quality. The product's high consistency and seller reputation are reassuring, but the limited review count and relatively low review content quality raise some concerns about its effectiveness. Overall, the product's potential is promising, but more reviews and detailed feedback are needed to fully trust its performance.

Review Timeline

Review patterns over time - spikes may indicate manipulation

80%

Velocity Score

Spikes

None found

Peak

Reviews/mo

Timeline

Day Span

Pattern Analysis

Warning: Not enough review dates to create a timeline. All available reviews may be from a single day.

Keyword Analysis

Common phrases and their authenticity patterns

69%

Authenticity

you'd never know(5)way cheaper than(8)

Positive

Natural phrases

Critical

Genuine concerns

Suspicious

Generic phrases

Language Authenticity

Vocabulary Diversity30%

Natural Language Flow40%

Unique Phrasing40%

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

Recommendation

⚠️ Use Caution

Analysis Date

October 17, 2025

Total Reviews

3 reviews analyzed

Understanding This Trust Score

Cream Leather Repair Kit for Furniture, Vinyl Repair Kit for... received a Grade D with a trust score of 78.3/100. This product shows concerning patterns in its review profile. Our analysis detected multiple indicators of potential review manipulation, including suspicious timing, repetitive language, or unverified purchases.

What This Means:

•Exercise caution before purchasing
•Read 1-3 star reviews carefully for real issues
•Check if concerns match your use case
•Consider products with better trust scores

What Reviewers Are Saying

Based on our analysis of customer reviews for Cream Leather Repair Kit for Furniture, Vinyl Repa..., here are the most common themes and opinions shared by verified buyers:

Overall sentiment: This cream leather repair kit has received a high rating of 5/5 from a small number of reviewers, but its overall score is lower due to mixed review content quality. The product's high consistency and seller reputation are reassuring, but the limited review count and relatively low review content quality raise some concerns about its effectiveness. Overall, the product's potential is promising, but more reviews and detailed feedback are needed to fully trust its performance.

Frequently Asked Questions

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

▼

Based on our AI analysis, approximately 78.3% of reviews appear authentic, while 21.700000000000003% 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?

▼

Our AI analyzes multiple factors including review timing patterns, language similarity, reviewer history, and purchase verification. For this product, we analyzed 3 reviews to calculate the trust score.

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

▼

We recommend proceeding with caution. While some reviews are genuine, there are concerning patterns. Read recent verified purchase reviews carefully before deciding.

Shopping Tips

This product has 3 reviews with a Grade D 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.

✨ Proceed with Caution Product

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Grade DCream Leather Repair Kit for Furniture, Vinyl Repair Kit for Car Interior, Sofa, Purse and Jacket, Restore Any Material with Super Easy Instructions to Fix Scratches, Tears, Holes, Peeling