Is Libbey Clear Glass Coffee Mugs 13 oz. Set of 10, Bulk Pack - Perfect for Coffee, Tea, Espresso, Hot Cocoa, Other Beverages - Black Bottom safe to buy?

This product is recommended for purchase based on our AI review analysis. Trust score: 87% (Grade B).

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 87% (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.

Libbey Clear Glass Coffee Mugs 13 oz. Set of 10, B...: Grade B — 13% Suspicious Reviews

Name: Libbey Clear Glass Coffee Mugs 13 oz. Set of 10, Bulk Pack - Perfect for Coffee, Tea, Espresso, Hot Cocoa, Other Beverages - Black Bottom
Brand: Libbey
SKU: B08DLC4B5G
Price: 38.99 USD
Availability: InStock
Rating: 4.2 (151 reviews)

Analysis Summary

Analysis is 47.2 days old. Re-run to get the latest review data and insights.

Based on the analysis, this Libbey Clear Glass Coffee Mug set has received overwhelmingly positive reviews, with a rating of 4.2/5 from 8 reviewers. The high reviewer credibility score suggests that the reviewers are trustworthy, and the product consistency score indicates that the mugs are reliable. However, the relatively low seller reputation score raises some concerns about the seller's reliability, which may impact the overall purchasing experience.

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

79%

Authenticity

highly recommend(5)excellent quality(8)

Positive

Natural phrases

Critical

Genuine concerns

Suspicious

Generic phrases

Language Authenticity

Vocabulary Diversity100%

Natural Language Flow84%

Unique Phrasing90%

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

Recommendation

✅ Recommended

Analysis Date

December 2, 2025

Total Reviews

151 reviews analyzed

Understanding This Trust Score

Libbey Clear Glass Coffee Mugs 13 oz. Set of 10, Bulk Pack -... received a Grade B with a trust score of 87/100. 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 Libbey Clear Glass Coffee Mugs 13 oz. Set of 10, B..., here are the most common themes and opinions shared by verified buyers:

✓ Commonly Praised:

excellent quality (8x)

Overall sentiment: Based on the analysis, this Libbey Clear Glass Coffee Mug set has received overwhelmingly positive reviews, with a rating of 4.2/5 from 8 reviewers. The high reviewer credibility score suggests that the reviewers are trustworthy, and the product consistency score indicates that the mugs are reliable. However, the relatively low seller reputation score raises some concerns about the seller's reliability, which may impact the overall purchasing experience.

Frequently Asked Questions

Are the reviews for Libbey Clear Glass Coffee Mugs 13 oz. Se... real?

▼

Based on our AI analysis, approximately 87% of reviews appear authentic, while 13% show patterns consistent with potentially fake or incentivized reviews. Overall, you can trust most reviews for this product.

How does RateBud detect fake reviews?

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Our AI analyzes multiple factors including review timing patterns, language similarity, reviewer history, and purchase verification. For this product, we analyzed 151 reviews to calculate the trust score.

Should I buy Libbey Clear Glass Coffee Mugs 13 oz. Se...?

▼

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 151 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?

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✨ High Quality Product

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