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.

✅ Cabin Air Filter w/Activated Carbon for Honda Accord 2003–2022, Civic 2006–2015, CR-V 2007–2016, Odyssey 2005–2017, Pilot 2009–2022, Ridgeline 2006–2025, Acura MDX 2007–2020 and More Review Analysis

Name: Cabin Air Filter w/Activated Carbon for Honda Accord 2003–2022, Civic 2006–2015, CR-V 2007–2016, Odyssey 2005–2017, Pilot 2009–2022, Ridgeline 2006–2025, Acura MDX 2007–2020 and More
Brand: Cabin
SKU: B0D8W2JDRL
Price: 7.99 USD
Availability: InStock
Rating: 4.7 (3433 reviews)

Analysis Summary

Based on the analysis, this GE cabin air filter has received overwhelmingly positive reviews from customers, with a rating of 4.7 out of 5 stars and a high overall score of 93/100. The product's consistency and reviewer credibility are particularly impressive, indicating that customers are satisfied with the product's performance and trust the reviewers' opinions. However, the seller's reputation could be improved, which might raise some concerns about the product's availability and customer support.

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

81%

Authenticity

activated carbon(5)cabin air filter(8)easy installation(11)

Positive

Natural phrases

Critical

Genuine concerns

Suspicious

Generic phrases

Language Authenticity

Vocabulary Diversity99%

Natural Language Flow75%

Unique Phrasing87%

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

Recommendation

✅ Recommended

Analysis Date

December 27, 2025

Total Reviews

3,433 reviews analyzed

Understanding This Trust Score

Cabin Air Filter w/Activated Carbon for Honda Accord 2003–20... 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 Cabin Air Filter w/Activated Carbon for Honda Acco..., here are the most common themes and opinions shared by verified buyers:

✓ Commonly Praised:

cabin air filter (8x)easy installation (11x)

Overall sentiment: Based on the analysis, this GE cabin air filter has received overwhelmingly positive reviews from customers, with a rating of 4.7 out of 5 stars and a high overall score of 93/100. The product's consistency and reviewer credibility are particularly impressive, indicating that customers are satisfied with the product's performance and trust the reviewers' opinions. However, the seller's reputation could be improved, which might raise some concerns about the product's availability and customer support.

Frequently Asked Questions

Are the reviews for Cabin Air Filter w/Activated Carbon for ... real?

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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?

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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 3,433 reviews to calculate the trust score.

Should I buy Cabin Air Filter w/Activated Carbon for ...?

▼

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 3,433 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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