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 77% (Grade B). Scores above 80% indicate highly trustworthy reviews, 60-79% are generally reliable, and below 60% suggest caution.

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Product image of FRAM Extra Guard Engine Air Filter Replacement, Easy Install w/Advanced Engine Protection and Optimal Performance, CA9683 for Select Toyota Vehicles

FRAM Extra Guard Engine Air Filter Replacement, Easy Install w/Advanced Engine Protection and Optimal Performance, CA9683 for Select Toyota Vehicles

Name: FRAM Extra Guard Engine Air Filter Replacement, Easy Install w/Advanced Engine Protection and Optimal Performance, CA9683 for Select Toyota Vehicles
Brand: FRAM
SKU: B000A0CAWQ
Price: 16.94 USD
Availability: InStock
Rating: 4.8 (1183 reviews)

4.8(1,183 reviews)

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

0%🟠

Fair

Trust Score

How trustworthy are the reviews for this product?

✓ Reviews appear trustworthy

Analysis Summary

Based on the analysis, the FRAM Extra Guard Engine Air Filter Replacement is a well-regarded product with a high overall rating of 4.8/5 from 13 reviews. While the review content is generally high-quality and reviewers are enthusiastic, there are some concerns about the credibility of the reviewers and the distribution of the reviews, which may indicate some bias or manipulation. Overall, the product's performance and consistency are strong, but consumers should approach the reviews with a critical eye.

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

89%

Authenticity

so far so good(5)easy method to change out a filter(8)

Positive

Natural phrases

Critical

Genuine concerns

Suspicious

Generic phrases

Language Authenticity

Vocabulary Diversity100%

Natural Language Flow60%

Unique Phrasing100%

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

Recommendation

✅ Recommended

Analysis Date

August 31, 2025

Total Reviews

1,183 reviews analyzed

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✨ High Quality Product

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Grade BFRAM Extra Guard Engine Air Filter Replacement, Easy Install w/Advanced Engine Protection and Optimal Performance, CA9683 for Select Toyota Vehicles