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 92% (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.

✅ X AUTOHAUX Brake Clutch Pedal Pad Cover for Honda CR-V Civic 46545-S84-A81 Rubber Pad Manual Replacement Review Analysis

Name: X AUTOHAUX Brake Clutch Pedal Pad Cover for Honda CR-V Civic 46545-S84-A81 Rubber Pad Manual Replacement
Brand: X
SKU: B09MQVFPJ4
Price: 7.99 USD
Availability: InStock
Rating: 4.7 (234 reviews)

Analysis Summary

Analysis is 74.3 days old. Re-run to get the latest review data and insights.

Based on the analysis, the X AUTOHAUX Brake Clutch Pedal Pad Cover for Honda CR-V Civic has received overwhelmingly positive reviews from 12 customers, with a 4.7/5 rating and a 92/100 overall score. The high scores for Review Content Quality, Review Velocity, and Reviewer Credibility suggest that customers are providing detailed and timely feedback, and are likely knowledgeable about the product. However, the relatively lower score for Seller Reputation (78/100) may raise some concerns about the brand's consistency and reliability in the long term.

Review Timeline

Review patterns over time - spikes may indicate manipulation

93%

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

89%

Authenticity

good fit(5)quick delivery(8)

Positive

Natural phrases

Critical

Genuine concerns

Suspicious

Generic phrases

Language Authenticity

Vocabulary Diversity100%

Natural Language Flow75%

Unique Phrasing90%

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

Recommendation

✅ Recommended

Analysis Date

November 5, 2025

Total Reviews

234 reviews analyzed

Understanding This Trust Score

X AUTOHAUX Brake Clutch Pedal Pad Cover for Honda CR-V Civic... received a Grade A with a trust score of 92/100. 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 X AUTOHAUX Brake Clutch Pedal Pad Cover for Honda ..., here are the most common themes and opinions shared by verified buyers:

✓ Commonly Praised:

good fit (5x)quick delivery (8x)

Overall sentiment: Based on the analysis, the X AUTOHAUX Brake Clutch Pedal Pad Cover for Honda CR-V Civic has received overwhelmingly positive reviews from 12 customers, with a 4.7/5 rating and a 92/100 overall score. The high scores for Review Content Quality, Review Velocity, and Reviewer Credibility suggest that customers are providing detailed and timely feedback, and are likely knowledgeable about the product. However, the relatively lower score for Seller Reputation (78/100) may raise some concerns about the brand's consistency and reliability in the long term.

Frequently Asked Questions

Are the reviews for X AUTOHAUX Brake Clutch Pedal Pad Cover ... real?

▼

Based on our AI analysis, approximately 92% of reviews appear authentic, while 8% 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 234 reviews to calculate the trust score.

Should I buy X AUTOHAUX Brake Clutch Pedal Pad Cover ...?

▼

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 234 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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