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 95% (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.

Product image of e.l.f. Lash XTNDR Mascara, Made With Tubing Technology For The Look Of Lash Extensions, Clump & Flake Free, Vegan & Cruelty-Free, Deep Brown

e.l.f. Lash XTNDR Mascara, Made With Tubing Technology For The Look Of Lash Extensions, Clump & Flake Free, Vegan & Cruelty-Free, Deep Brown

Name: e.l.f. Lash XTNDR Mascara, Made With Tubing Technology For The Look Of Lash Extensions, Clump & Flake Free, Vegan & Cruelty-Free, Deep Brown
Brand: e.l.f.
SKU: B0CPFXVC1S
Price: 8 USD
Availability: InStock
Rating: 4.2 (6908 reviews)

4.2(6,908 reviews)

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

Last analyzed: December 28, 2025

0%🟢

Excellent

Trust Score

How trustworthy are the reviews for this product?

✓ Reviews appear trustworthy

Analysis Summary

Based on the analysis, the e.l.f. Lash XTNDR Mascara has received overwhelmingly positive reviews, with a rating of 4.2/5 from 12 reviewers. The high scores for review content quality, velocity, and credibility suggest that the reviews are genuine and trustworthy, which is a significant positive for this product. However, the relatively lower seller reputation score of 78/100 indicates that there may be some concerns about the brand's consistency in delivering quality products across all their offerings.

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

91%

Authenticity

great product(5)love it(8)best price(11)

Positive

Natural phrases

Critical

Genuine concerns

Suspicious

Generic phrases

Language Authenticity

Vocabulary Diversity80%

Natural Language Flow96%

Unique Phrasing88%

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

Recommendation

✅ Recommended

Analysis Date

December 28, 2025

Total Reviews

6,908 reviews analyzed

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Grade Ae.l.f. Lash XTNDR Mascara, Made With Tubing Technology For The Look Of Lash Extensions, Clump & Flake Free, Vegan & Cruelty-Free, Deep Brown