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.

Product image of FRAM Extra Guard CA10171 Replacement Engine Air Filter for Select Toyota Venza and Camry Models, Provides Up to 12 Months or 12,000 Miles Filter Protection

FRAM Extra Guard CA10171 Replacement Engine Air Filter for Select Toyota Venza and Camry Models, Provides Up to 12 Months or 12,000 Miles Filter Protection

Name: FRAM Extra Guard CA10171 Replacement Engine Air Filter for Select Toyota Venza and Camry Models, Provides Up to 12 Months or 12,000 Miles Filter Protection
Brand: FRAM
SKU: B0010DXYHW
Price: 10.47 USD
Availability: InStock
Rating: 4.6 (4306 reviews)

4.6(4,306 reviews)

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

0%🟢

Excellent

Trust Score

How trustworthy are the reviews for this product?

✓ Reviews appear trustworthy

Analysis Summary

Based on the analysis, this FRAM air filter for Toyota Venza and Camry models has received overwhelmingly positive reviews, with a 4.6/5 rating and 93/100 overall score. The high review velocity and credibility of reviewers suggest that the product is well-liked and trusted by many customers. However, the relatively lower seller reputation score of 78/100 indicates that some customers may have had issues with the seller, which is a concern to consider when making a purchase.

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

great quality(5)easy to install(8)perfect fit(11)

Positive

Natural phrases

Critical

Genuine concerns

Suspicious

Generic phrases

Language Authenticity

Vocabulary Diversity100%

Natural Language Flow88%

Unique Phrasing86%

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

Recommendation

✅ Recommended

Analysis Date

September 26, 2025

Total Reviews

4,306 reviews analyzed

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

As an Amazon Associate I earn from qualifying purchases

Grade AFRAM Extra Guard CA10171 Replacement Engine Air Filter for Select Toyota Venza and Camry Models, Provides Up to 12 Months or 12,000 Miles Filter Protection