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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 89% (Grade B). Scores above 80% indicate highly trustworthy reviews, 60-79% are generally reliable, and below 60% suggest caution.

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✅ VIKING Cleaning Brush for Lug Nuts, Wheel Brush for Car Detailing Kit, Grey, 8.5 Inch x 1 Inch Review Analysis

Name: VIKING Cleaning Brush for Lug Nuts, Wheel Brush for Car Detailing Kit, Grey, 8.5 Inch x 1 Inch
Brand: VIKING
SKU: B0C28SXYVJ
Price: 7.49 USD
Availability: InStock
Rating: 4.6 (213 reviews)

Analysis Summary

Analysis is 90.5 days old. Re-run to get the latest review data and insights.

Based on the analysis, this Viking cleaning brush for lug nuts has received overwhelmingly positive reviews, with a 4.6/5 rating and 89/100 overall score. The high review credibility and consistency scores suggest that the product is reliable and performs well, which is reassuring for car detailing enthusiasts. However, the lower seller reputation score indicates that Viking may not have a strong track record of customer satisfaction, which is a concern that consumers should be aware of when making a purchase.

Review Timeline

Review patterns over time - spikes may indicate manipulation

90%

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

does the job(5)good quality(8)

Positive

Natural phrases

Critical

Genuine concerns

Suspicious

Generic phrases

Language Authenticity

Vocabulary Diversity100%

Natural Language Flow66%

Unique Phrasing96%

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

Recommendation

✅ Recommended

Analysis Date

October 20, 2025

Total Reviews

213 reviews analyzed

Understanding This Trust Score

VIKING Cleaning Brush for Lug Nuts, Wheel Brush for Car Deta... received a Grade B with a trust score of 89/100. This product shows mostly genuine review patterns with minor concerns. The majority of reviews appear authentic, though some indicators suggest a small percentage may be incentivized or less reliable.

What This Means:

•Most reviews appear authentic
•Some minor patterns warrant attention
•Overall trustworthy for purchase decisions
•Consider reading recent reviews more carefully

What Reviewers Are Saying

Based on our analysis of customer reviews for VIKING Cleaning Brush for Lug Nuts, Wheel Brush fo..., here are the most common themes and opinions shared by verified buyers:

✓ Commonly Praised:

good quality (8x)

Overall sentiment: Based on the analysis, this Viking cleaning brush for lug nuts has received overwhelmingly positive reviews, with a 4.6/5 rating and 89/100 overall score. The high review credibility and consistency scores suggest that the product is reliable and performs well, which is reassuring for car detailing enthusiasts. However, the lower seller reputation score indicates that Viking may not have a strong track record of customer satisfaction, which is a concern that consumers should be aware of when making a purchase.

Frequently Asked Questions

Are the reviews for VIKING Cleaning Brush for Lug Nuts, Whee... real?

▼

Based on our AI analysis, approximately 89% of reviews appear authentic, while 11% show patterns consistent with potentially fake or incentivized reviews. Overall, you can trust most reviews for this product.

How does RateBud detect fake reviews?

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Our AI analyzes multiple factors including review timing patterns, language similarity, reviewer history, and purchase verification. For this product, we analyzed 213 reviews to calculate the trust score.

Should I buy VIKING Cleaning Brush for Lug Nuts, Whee...?

▼

Based on our analysis, this product has trustworthy reviews and appears to be a safe purchase. The B grade indicates good review authenticity.

Shopping Tips

This product has 213 reviews with a Grade B 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.

✨ High Quality Product

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