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 86% (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.

e.l.f. Flawless Finish Foundation, Lightweight & Medium Coverage, Semi-Matte Finish, Buff, 0.68 Fl Oz (20mL)

Name: e.l.f. Flawless Finish Foundation, Lightweight & Medium Coverage, Semi-Matte Finish, Buff, 0.68 Fl Oz (20mL)
Brand: e.l.f.
SKU: B07MWMY1HS
Price: 8.48 CAD
Availability: InStock
Rating: 4.2 (17662 reviews)

4.2(17,662 reviews)

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

0%🟢

Very Good

Trust Score

How trustworthy are the reviews for this product?

✓ Reviews appear trustworthy

Analysis Summary

The e.l.f. Flawless Finish Foundation has a strong overall validation score of 86/100, driven by high reviewer credibility and product consistency, indicating a trustworthy product. However, the seller reputation score of 72/100 raises some concerns, suggesting that consumers should be cautious when purchasing from this brand. Despite this, the foundation's high review velocity and quality content suggest that it is a well-liked product, making it a viable option for those seeking a lightweight, medium-coverage foundation.

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

82%

Authenticity

great product(5)love this foundation(8)

Positive

Natural phrases

Critical

Genuine concerns

Suspicious

Generic phrases

Language Authenticity

Vocabulary Diversity100%

Natural Language Flow89%

Unique Phrasing97%

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

Recommendation

✅ Recommended

Analysis Date

July 18, 2025

Total Reviews

17,662 reviews analyzed

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Grade Ae.l.f. Flawless Finish Foundation, Lightweight & Medium Coverage, Semi-Matte Finish, Buff, 0.68 Fl Oz (20mL)