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.

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12 Pack Keurig Filter Replacement by K&J - Compatible with Keurig Coffee Machine (2.0 and older)

Name: 12 Pack Keurig Filter Replacement by K&J - Compatible with Keurig Coffee Machine (2.0 and older)
Brand: 12
SKU: B01DLEL4EM
Price: 13.46 USD
Availability: InStock
Rating: 4.7 (63618 reviews)

4.7(63,618 reviews)

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

Last analyzed: October 28, 2025

0%🟢

Excellent

Trust Score

How trustworthy are the reviews for this product?

✓ Reviews appear trustworthy

Analysis Summary

Analysis is 47.6 days old. Re-run to get the latest review data and insights.

Based on the analysis, this 12-pack of Keurig filter replacements has received overwhelmingly positive reviews, with a 4.7/5 rating from 13 customers. The high reviewer credibility and product consistency scores suggest that this product is a trustworthy replacement for Keurig machines, particularly for those who value reliability and performance. However, the relatively lower seller reputation score may raise some concerns about the seller's overall trustworthiness and customer service.

Review Timeline

Review patterns over time - spikes may indicate manipulation

93%

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(5)good(8)very well made(11)

Positive

Natural phrases

Critical

Genuine concerns

Suspicious

Generic phrases

Language Authenticity

Vocabulary Diversity100%

Natural Language Flow55%

Unique Phrasing93%

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

Recommendation

✅ Recommended

Analysis Date

October 28, 2025

Total Reviews

63,618 reviews analyzed

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Grade A12 Pack Keurig Filter Replacement by K&J - Compatible with Keurig Coffee Machine (2.0 and older)