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 93% (Grade A). Scores above 80% indicate highly trustworthy reviews, 60-79% are generally reliable, and below 60% suggest caution.

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✅ White Car Paint Touch Up Pen, Color Accurate Touch Up Paint for Cars, Professional Automotive Scratch Repair, Lasting Auto Scratch Remover, Fast Dry, Easy to Use, Safe and Washable, Versatile Use Review Analysis

Name: White Car Paint Touch Up Pen, Color Accurate Touch Up Paint for Cars, Professional Automotive Scratch Repair, Lasting Auto Scratch Remover, Fast Dry, Easy to Use, Safe and Washable, Versatile Use
Brand: White
SKU: B0D7C1XSZC
Price: 12.99 USD
Availability: InStock
Rating: 4.3 (2171 reviews)

Analysis Summary

Analysis is 38.5 days old. Re-run to get the latest review data and insights.

Based on the analysis, this White Car Paint Touch Up Pen has received overwhelmingly positive reviews, with a 4.3/5 rating and 93/100 overall score. Reviewers praise its ease of use, fast drying time, and versatility, but some concerns arise from the relatively low seller reputation score of 78/100, which may indicate inconsistent product quality or customer service. Despite this, the high product consistency score of 95/100 suggests that the product itself is reliable, making it a trustworthy option for car owners looking for a quick and easy scratch repair solution.

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

79%

Authenticity

highly recommend(5)great product(8)

Positive

Natural phrases

Critical

Genuine concerns

Suspicious

Generic phrases

Language Authenticity

Vocabulary Diversity98%

Natural Language Flow93%

Unique Phrasing96%

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

Recommendation

✅ Recommended

Analysis Date

December 11, 2025

Total Reviews

2,171 reviews analyzed

Understanding This Trust Score

White Car Paint Touch Up Pen, Color Accurate Touch Up Paint ... received a Grade A with a trust score of 93/100. 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 White Car Paint Touch Up Pen, Color Accurate Touch..., here are the most common themes and opinions shared by verified buyers:

✓ Commonly Praised:

great product (8x)

Overall sentiment: Based on the analysis, this White Car Paint Touch Up Pen has received overwhelmingly positive reviews, with a 4.3/5 rating and 93/100 overall score. Reviewers praise its ease of use, fast drying time, and versatility, but some concerns arise from the relatively low seller reputation score of 78/100, which may indicate inconsistent product quality or customer service. Despite this, the high product consistency score of 95/100 suggests that the product itself is reliable, making it a trustworthy option for car owners looking for a quick and easy scratch repair solution.

Frequently Asked Questions

Are the reviews for White Car Paint Touch Up Pen, Color Accu... real?

▼

Based on our AI analysis, approximately 93% of reviews appear authentic, while 7% 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 2,171 reviews to calculate the trust score.

Should I buy White Car Paint Touch Up Pen, Color Accu...?

▼

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 for [object Object]

This product has 2,171 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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