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 89% (Grade B). 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.

✅ 9Pcs Car Wheel & Tire Brush Kit, Wheel Cleaner Brush, Soft-bristled Rim Brush, Car Drying Towel (36"x 24"), Tire Shine Applicator Pad, Car Wash Mitt, Car Detailing Cleaning Wash Brush Supplies Kit Review Analysis

Name: 9Pcs Car Wheel & Tire Brush Kit, Wheel Cleaner Brush, Soft-bristled Rim Brush, Car Drying Towel (36"x 24"), Tire Shine Applicator Pad, Car Wash Mitt, Car Detailing Cleaning Wash Brush Supplies Kit
Brand: 9Pcs
SKU: B0DZWZ99XB
Price: 23.99 USD
Availability: InStock
Rating: 4.6 (79 reviews)

Analysis Summary

Analysis is 90.6 days old. Re-run to get the latest review data and insights.

Based on the analysis, this 9Pcs Car Wheel & Tire Brush Kit has received overwhelmingly positive reviews, with an average rating of 4.6/5 and a high overall score of 89/100. The product's consistency and reviewer credibility are particularly impressive, suggesting that it delivers on its promises. However, the relatively lower seller reputation score of 78/100 may raise some concerns about the brand's reliability and customer support.

Review Timeline

Review patterns over time - spikes may indicate manipulation

75%

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 kit(5)good quality(8)excellent value(11)

Positive

Natural phrases

Critical

Genuine concerns

Suspicious

Generic phrases

Language Authenticity

Vocabulary Diversity100%

Natural Language Flow73%

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

79 reviews analyzed

Understanding This Trust Score

9Pcs Car Wheel & Tire Brush Kit, Wheel Cleaner Brush, Soft-b... 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 9Pcs Car Wheel & Tire Brush Kit, Wheel Cleaner Bru..., here are the most common themes and opinions shared by verified buyers:

✓ Commonly Praised:

great kit (5x)good quality (8x)excellent value (11x)

Overall sentiment: Based on the analysis, this 9Pcs Car Wheel & Tire Brush Kit has received overwhelmingly positive reviews, with an average rating of 4.6/5 and a high overall score of 89/100. The product's consistency and reviewer credibility are particularly impressive, suggesting that it delivers on its promises. However, the relatively lower seller reputation score of 78/100 may raise some concerns about the brand's reliability and customer support.

Frequently Asked Questions

Are the reviews for 9Pcs Car Wheel & Tire Brush Kit, Wheel C... 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?

▼

Our AI analyzes multiple factors including review timing patterns, language similarity, reviewer history, and purchase verification. For this product, we analyzed 79 reviews to calculate the trust score.

Should I buy 9Pcs Car Wheel & Tire Brush Kit, Wheel C...?

▼

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 79 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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