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 82.7% (Grade C). 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.

⚠️ Commercial Ice Maker, 100lbs/24H Ice Maker Machine, 2 Water Inlet Modes, Ice Machine with 22lbs Storage, Auto Self-Cleaning, Under Counter/Freestanding Ice Maker for Home/Office/Shop/Bar Review Analysis

Name: Commercial Ice Maker, 100lbs/24H Ice Maker Machine, 2 Water Inlet Modes, Ice Machine with 22lbs Storage, Auto Self-Cleaning, Under Counter/Freestanding Ice Maker for Home/Office/Shop/Bar
Brand: Commercial
SKU: B0D5LZSVYV
Price: 239.98 USD
Availability: InStock
Rating: 3.4 (36 reviews)

Analysis Summary

Analysis is 89.2 days old. Re-run to get the latest review data and insights.

Based on the analysis, the GE Commercial Ice Maker has received a moderate rating of 3.4/5 from 11 reviews, indicating a decent but not outstanding performance. The product's high consistency and reviewer credibility scores suggest that it is reliable and trustworthy, but the lower review content quality score may indicate some inconsistencies or issues with the product's features. Overall, the product's brand trust is maintained, but some consumers may experience problems with its functionality.

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

73%

Authenticity

disappointing and not worth the money(5)terrible reliability(8)save your money(11)

Positive

Natural phrases

Critical

Genuine concerns

Suspicious

Generic phrases

Language Authenticity

Vocabulary Diversity100%

Natural Language Flow76%

Unique Phrasing97%

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

Recommendation

✅ Recommended

Analysis Date

October 21, 2025

Total Reviews

36 reviews analyzed

Understanding This Trust Score

Commercial Ice Maker, 100lbs/24H Ice Maker Machine, 2 Water ... received a Grade C with a trust score of 82.7/100. This product shows mixed signals in review authenticity. While many reviews may be genuine, our analysis detected patterns that suggest some reviews could be manipulated or incentivized. Proceed with caution.

What This Means:

•Review the most recent and critical reviews
•Look for detailed, specific feedback
•Be wary of overly positive generic reviews
•Consider checking alternative products

What Reviewers Are Saying

Based on our analysis of customer reviews for Commercial Ice Maker, 100lbs/24H Ice Maker Machine..., here are the most common themes and opinions shared by verified buyers:

⚠ Common Concerns:

disappointing and not worth the money (5x)terrible reliability (8x)save your money (11x)

Overall sentiment: Based on the analysis, the GE Commercial Ice Maker has received a moderate rating of 3.4/5 from 11 reviews, indicating a decent but not outstanding performance. The product's high consistency and reviewer credibility scores suggest that it is reliable and trustworthy, but the lower review content quality score may indicate some inconsistencies or issues with the product's features. Overall, the product's brand trust is maintained, but some consumers may experience problems with its functionality.

Frequently Asked Questions

Are the reviews for Commercial Ice Maker, 100lbs/24H Ice Mak... real?

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Based on our AI analysis, approximately 82.7% of reviews appear authentic, while 17.299999999999997% show patterns consistent with potentially fake or incentivized reviews. We recommend reading reviews critically and focusing on verified purchases.

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 36 reviews to calculate the trust score.

Should I buy Commercial Ice Maker, 100lbs/24H Ice Mak...?

▼

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

Shopping Tips

This product has 36 reviews with a Grade C 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.

✨ Good Quality Product

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