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 88% (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.

KOHLER K-4636-0 Cachet Elongated, Grip-Tight Bumpers, Quiet-Close Release Hinges, Quick-Attach Hardware, No Slam Toilet Seat, White

Name: KOHLER K-4636-0 Cachet Elongated, Grip-Tight Bumpers, Quiet-Close Release Hinges, Quick-Attach Hardware, No Slam Toilet Seat, White
Brand: KOHLER
SKU: B000TFHN56
Price: 74 USD
Availability: InStock
Rating: 4.4 (39444 reviews)

4.4(39,444 reviews)

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

Excellent

Trust Score

How trustworthy are the reviews for this product?

✓ Reviews appear trustworthy

Analysis Summary

The KOHLER toilet seat has received overwhelmingly positive reviews, with an overall score of 88/100, thanks to its high-quality reviews and consistent product performance. The brand's reputation and reviewer credibility also contribute to its trustworthiness, making it a reliable choice for consumers. However, some concerns arise from the seller's reputation, which scored lower at 72/100, suggesting that buyers should be cautious when purchasing from certain sellers to ensure a smooth transaction.

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

easy to install(5)soft close works perfectly(8)

Positive

Natural phrases

Critical

Genuine concerns

Suspicious

Generic phrases

Language Authenticity

Vocabulary Diversity91%

Natural Language Flow79%

Unique Phrasing92%

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

Recommendation

✅ Recommended

Analysis Date

August 15, 2025

Total Reviews

39,444 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.

✨ Highly Trusted Product

As an Amazon Associate I earn from qualifying purchases

Grade AKOHLER K-4636-0 Cachet Elongated, Grip-Tight Bumpers, Quiet-Close Release Hinges, Quick-Attach Hardware, No Slam Toilet Seat, White