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.

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.

VIKING Car Wash Brush, Wheel and Fender Brush, Long Handle Tire Cleaner for Car Detailing, 16.5 Inch, Grey/Black

Name: VIKING Car Wash Brush, Wheel and Fender Brush, Long Handle Tire Cleaner for Car Detailing, 16.5 Inch, Grey/Black
Brand: VIKING
SKU: B09YT29CK4
Price: 14.99 USD
Availability: InStock
Rating: 4.7 (901 reviews)

4.7(901 reviews)

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

Last analyzed: October 20, 2025

0%🟢

Excellent

Trust Score

How trustworthy are the reviews for this product?

✓ Reviews appear trustworthy

Analysis Summary

Analysis is 90.4 days old. Re-run to get the latest review data and insights.

Based on the analysis, this VIKING Car Wash Brush has received overwhelmingly positive reviews from customers, with an average rating of 4.7/5. The high review content quality and reviewer credibility scores suggest that customers are providing detailed and trustworthy feedback. However, the relatively lower seller reputation score may raise some concerns about the brand's overall reliability and customer service.

Review Timeline

Review patterns over time - spikes may indicate manipulation

80%

Velocity Score

Spikes

Detected

Peak

Reviews/mo

Timeline

Months

Pattern Analysis

Warning: We detected 1 suspicious review spike(s). Legitimate products typically have steady, organic review growth.

Keyword Analysis

Common phrases and their authenticity patterns

91%

Authenticity

great product(5)very effective(8)soft bristles(11)

Positive

Natural phrases

Critical

Genuine concerns

Suspicious

Generic phrases

Language Authenticity

Vocabulary Diversity100%

Natural Language Flow68%

Unique Phrasing97%

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

Recommendation

✅ Recommended

Analysis Date

October 20, 2025

Total Reviews

901 reviews analyzed

Understanding This Trust Score

VIKING Car Wash Brush, Wheel and Fender Brush, Long Handle T... 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 VIKING Car Wash Brush, Wheel and Fender Brush, Lon..., here are the most common themes and opinions shared by verified buyers:

✓ Commonly Praised:

great product (5x)very effective (8x)soft bristles (11x)

Overall sentiment: Based on the analysis, this VIKING Car Wash Brush has received overwhelmingly positive reviews from customers, with an average rating of 4.7/5. The high review content quality and reviewer credibility scores suggest that customers are providing detailed and trustworthy feedback. However, the relatively lower seller reputation score may raise some concerns about the brand's overall reliability and customer service.

Frequently Asked Questions

Are the reviews for VIKING Car Wash Brush, Wheel and Fender ... 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 901 reviews to calculate the trust score.

Should I buy VIKING Car Wash Brush, Wheel and Fender ...?

▼

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 901 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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Grade AVIKING Car Wash Brush, Wheel and Fender Brush, Long Handle Tire Cleaner for Car Detailing, 16.5 Inch, Grey/Black