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 80% (Grade B). 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.

Libman Tornado Spin Mop Refills-Case of 4-Microfiber Head, Easy to Replace, Machine Washable, Green & White, (Pack of 4)

Name: Libman Tornado Spin Mop Refills-Case of 4-Microfiber Head, Easy to Replace, Machine Washable, Green & White, (Pack of 4)
Brand: Libman
SKU: B0BDKXV5NY
Price: 47.16 USD
Availability: InStock
Rating: 4.6 (367 reviews)

4.6(367 reviews)

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

0%🟡

Good

Trust Score

How trustworthy are the reviews for this product?

✓ Reviews appear trustworthy

Analysis Summary

The Libman Tornado Spin Mop Refills have received overwhelmingly positive reviews, with an average rating of 4.6 out of 5 stars, indicating a high level of customer satisfaction. The reviews are not only plentiful but also of high quality, suggesting that customers are genuinely happy with the product's performance, ease of use, and value. However, some concerns arise from the relatively low review distribution score, which may indicate that the reviews are not as diverse or representative of the broader customer base, but overall, the product's strong brand reputation and high product consistency score contribute to its trustworthiness.

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

great value(5)works well(8)

Positive

Natural phrases

Critical

Genuine concerns

Suspicious

Generic phrases

Language Authenticity

Vocabulary Diversity100%

Natural Language Flow62%

Unique Phrasing97%

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

Recommendation

✅ Recommended

Analysis Date

August 28, 2025

Total Reviews

367 reviews analyzed

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✨ High Quality Product

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Grade BLibman Tornado Spin Mop Refills-Case of 4-Microfiber Head, Easy to Replace, Machine Washable, Green & White, (Pack of 4)