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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 81% (Grade B). Scores above 80% indicate highly trustworthy reviews, 60-79% are generally reliable, and below 60% suggest caution.

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Malibu C Un-Do-Goo Clarifying Shampoo - Removes Product Build Up and Resins from Hair - Shine Restoring, Sulfate-Free Cleanser

Name: Malibu C Un-Do-Goo Clarifying Shampoo - Removes Product Build Up and Resins from Hair - Shine Restoring, Sulfate-Free Cleanser
Brand: Malibu
SKU: B0741BYML6
Price: 17.99 USD
Availability: InStock
Rating: 4.4 (6024 reviews)

4.4(6,024 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 Malibu C Un-Do-Goo Clarifying Shampoo has received overwhelmingly positive reviews, with an overall score of 81/100, indicating a high level of customer satisfaction. The product's consistency and review content quality are particularly strong, suggesting that it effectively removes product build-up and restores shine to hair, which is a key benefit in the hair care category. However, some concerns exist regarding reviewer credibility and seller reputation, which, although not major, are worth considering when evaluating the trustworthiness of this product from a reputable brand like Malibu C.

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

89%

Authenticity

removes buildup(5)leaves hair feeling clean(8)

Positive

Natural phrases

Critical

Genuine concerns

Suspicious

Generic phrases

Language Authenticity

Vocabulary Diversity88%

Natural Language Flow94%

Unique Phrasing89%

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

Recommendation

✅ Recommended

Analysis Date

August 6, 2025

Total Reviews

6,024 reviews analyzed

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✨ Generally Trusted Product

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Grade BMalibu C Un-Do-Goo Clarifying Shampoo - Removes Product Build Up and Resins from Hair - Shine Restoring, Sulfate-Free Cleanser