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.

✅ 5 Pack Make Up Pencil Sharpener, Lip Liner Pencil Sharpener, Cosmetic Pencil Sharpener, Colored Cosmetic Lip Pencil Sharpener Hand Pencil Sharpener for Eyeliner Lip Liner Pencils, Multi Colors Review Analysis

Name: 5 Pack Make Up Pencil Sharpener, Lip Liner Pencil Sharpener, Cosmetic Pencil Sharpener, Colored Cosmetic Lip Pencil Sharpener Hand Pencil Sharpener for Eyeliner Lip Liner Pencils, Multi Colors
Brand: 5
SKU: B0D2QLZT3Y
Price: 6.18 USD
Availability: InStock
Rating: 4.5 (131 reviews)

Analysis Summary

Analysis is 146.8 days old. Re-run to get the latest review data and insights.

This makeup pencil sharpener has received overwhelmingly positive reviews, with an average rating of 4.5 out of 5 stars, indicating a high level of customer satisfaction. The product's consistency and ability to effectively sharpen eyeliner and lip liner pencils have contributed to its strong overall score, but some concerns exist regarding the credibility of a few reviewers. Despite this, the seller's reputation and the high-quality review content suggest that this product is a trustworthy choice for those in need of a reliable makeup pencil sharpener.

Review Timeline

Review patterns over time - spikes may indicate manipulation

88%

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)easy to use(8)

Positive

Natural phrases

Critical

Genuine concerns

Suspicious

Generic phrases

Language Authenticity

Vocabulary Diversity100%

Natural Language Flow84%

Unique Phrasing100%

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

Recommendation

✅ Recommended

Analysis Date

August 25, 2025

Total Reviews

131 reviews analyzed

Understanding This Trust Score

5 Pack Make Up Pencil Sharpener, Lip Liner Pencil Sharpener,... received a Grade B with a trust score of 80/100. This product shows mostly genuine review patterns with minor concerns. The majority of reviews appear authentic, though some indicators suggest a small percentage may be incentivized or less reliable.

What This Means:

•Most reviews appear authentic
•Some minor patterns warrant attention
•Overall trustworthy for purchase decisions
•Consider reading recent reviews more carefully

What Reviewers Are Saying

Based on our analysis of customer reviews for 5 Pack Make Up Pencil Sharpener, Lip Liner Pencil ..., here are the most common themes and opinions shared by verified buyers:

✓ Commonly Praised:

great value (5x)easy to use (8x)

Overall sentiment: This makeup pencil sharpener has received overwhelmingly positive reviews, with an average rating of 4.5 out of 5 stars, indicating a high level of customer satisfaction. The product's consistency and ability to effectively sharpen eyeliner and lip liner pencils have contributed to its strong overall score, but some concerns exist regarding the credibility of a few reviewers. Despite this, the seller's reputation and the high-quality review content suggest that this product is a trustworthy choice for those in need of a reliable makeup pencil sharpener.

Frequently Asked Questions

Are the reviews for 5 Pack Make Up Pencil Sharpener, Lip Lin... real?

▼

Based on our AI analysis, approximately 80% of reviews appear authentic, while 20% show patterns consistent with potentially fake or incentivized reviews. Overall, you can trust most reviews for this product.

How does RateBud detect fake reviews?

▼

Our AI analyzes multiple factors including review timing patterns, language similarity, reviewer history, and purchase verification. For this product, we analyzed 131 reviews to calculate the trust score.

Should I buy 5 Pack Make Up Pencil Sharpener, Lip Lin...?

▼

Based on our analysis, this product has trustworthy reviews and appears to be a safe purchase. The B grade indicates good review authenticity.

Shopping Tips

This product has 131 reviews with a Grade B trust score. Here's what to keep in mind:

💡Always prioritize verified purchase reviews over unverified ones
💡Look for detailed reviews that mention specific pros and cons
💡Be cautious of products with sudden spikes in positive reviews

Ready to make your purchase?

Based on our analysis, you can make an informed decision. Click below to purchase this product on Amazon.

✨ High Quality Product

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