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 82% (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 Makeup Pencil Sharpener Plastic Lip Liner Pencil Eyeliner Sharpener Cosmetic Manual Tools for Eyeliner(Multi Colors) Review Analysis

Name: 5 Pack Makeup Pencil Sharpener Plastic Lip Liner Pencil Eyeliner Sharpener Cosmetic Manual Tools for Eyeliner(Multi Colors)
Brand: 5
SKU: B0BS8RSZ1B
Price: 6.99 USD
Availability: InStock
Rating: 4.5 (1323 reviews)

Analysis Summary

Analysis is 146.9 days old. Re-run to get the latest review data and insights.

This makeup pencil sharpener has a strong overall rating of 4.5/5 stars from 13 reviews, indicating a reliable and effective product. The high review content quality and product consistency scores suggest that customers are satisfied with the sharpener's performance, but some concerns arise from the relatively low seller reputation and reviewer credibility scores, which may impact trust in the brand. Overall, the product's excellent performance and high review velocity make it a trustworthy choice for makeup enthusiasts, despite some minor concerns about the seller's reputation.

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

work great(5)easy to use(8)

Positive

Natural phrases

Critical

Genuine concerns

Suspicious

Generic phrases

Language Authenticity

Vocabulary Diversity100%

Natural Language Flow71%

Unique Phrasing98%

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

Recommendation

✅ Recommended

Analysis Date

August 25, 2025

Total Reviews

1,323 reviews analyzed

Understanding This Trust Score

5 Pack Makeup Pencil Sharpener Plastic Lip Liner Pencil Eyel... received a Grade B with a trust score of 82/100. 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 Makeup Pencil Sharpener Plastic Lip Liner P..., here are the most common themes and opinions shared by verified buyers:

✓ Commonly Praised:

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

Overall sentiment: This makeup pencil sharpener has a strong overall rating of 4.5/5 stars from 13 reviews, indicating a reliable and effective product. The high review content quality and product consistency scores suggest that customers are satisfied with the sharpener's performance, but some concerns arise from the relatively low seller reputation and reviewer credibility scores, which may impact trust in the brand. Overall, the product's excellent performance and high review velocity make it a trustworthy choice for makeup enthusiasts, despite some minor concerns about the seller's reputation.

Frequently Asked Questions

Are the reviews for 5 Pack Makeup Pencil Sharpener Plastic L... real?

▼

Based on our AI analysis, approximately 82% of reviews appear authentic, while 18% 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 1,323 reviews to calculate the trust score.

Should I buy 5 Pack Makeup Pencil Sharpener Plastic L...?

▼

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 1,323 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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