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 90% (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.

Product image of K&N LIFETIME Cabin Air Filter: Premium, Washable, Clean Air for your Cabin: Compatible with 2006-2024 DAIHATSU/Jaguar/Land Rover/Lexus: (See Producr Descriptions for Select Models), VF2000

K&N LIFETIME Cabin Air Filter: Premium, Washable, Clean Air for your Cabin: Compatible with 2006-2024 DAIHATSU/Jaguar/Land Rover/Lexus: (See Producr Descriptions for Select Models), VF2000

Name: K&N LIFETIME Cabin Air Filter: Premium, Washable, Clean Air for your Cabin: Compatible with 2006-2024 DAIHATSU/Jaguar/Land Rover/Lexus: (See Producr Descriptions for Select Models), VF2000
Brand: K&N
SKU: B00NEL6HT0
Price: 44.99 USD
Availability: InStock
Rating: 4.7 (4172 reviews)

4.7(4,172 reviews)

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

Last analyzed: November 11, 2025

0%🟢

Excellent

Trust Score

How trustworthy are the reviews for this product?

✓ Reviews appear trustworthy

Analysis Summary

Analysis is 43.1 days old. Re-run to get the latest review data and insights.

Based on the analysis, the K&N LIFETIME Cabin Air Filter has received overwhelmingly positive reviews from customers, with a rating of 4.7/5 and an overall score of 90/100. The product's high consistency and credibility of reviewers are major positives, but the relatively low review content quality score suggests that some reviews may lack detail or specificity. Overall, the product appears to be trustworthy, but customers may want to dig deeper into the reviews to get a more comprehensive understanding of its performance.

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

71%

Authenticity

top of the line(5)excellent quality(8)great investment(11)

Positive

Natural phrases

Critical

Genuine concerns

Suspicious

Generic phrases

Language Authenticity

Vocabulary Diversity100%

Natural Language Flow92%

Unique Phrasing99%

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

Recommendation

✅ Recommended

Analysis Date

November 11, 2025

Total Reviews

4,172 reviews analyzed

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Grade AK&N LIFETIME Cabin Air Filter: Premium, Washable, Clean Air for your Cabin: Compatible with 2006-2024 DAIHATSU/Jaguar/Land Rover/Lexus: (See Producr Descriptions for Select Models), VF2000