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 92% (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.

✅ GLACIER FRESH EDR3RXD1 Compatible with 4396841 Refrigerator Water Filter, KAD3RXD1, WHR3RXD1, 4396841, 4396710, Filter 3, 46-9083,46-9030, 9030, 9083 Refrigerator Water Filter, 3 Pack Review Analysis

Name: GLACIER FRESH EDR3RXD1 Compatible with 4396841 Refrigerator Water Filter, KAD3RXD1, WHR3RXD1, 4396841, 4396710, Filter 3, 46-9083,46-9030, 9030, 9083 Refrigerator Water Filter, 3 Pack
Brand: GLACIER
SKU: B0CPHKZ968
Price: 28.88 USD
Availability: InStock
Rating: 4.6 (1786 reviews)

Analysis Summary

Analysis is 41.2 days old. Re-run to get the latest review data and insights.

Based on this analysis, the GLACIER FRESH EDR3RXD1 refrigerator water filter is a trustworthy product, backed by a high overall score of 92/100 and a strong brand reputation from GE. The product's consistency and reviewer credibility are notable positives, indicating that customers are satisfied with the filter's performance. However, the lower review content quality and seller reputation scores suggest that some customers may have experienced issues with the product or its seller, which should be considered before making a purchase.

Review Timeline

Review patterns over time - spikes may indicate manipulation

80%

Velocity Score

Spikes

Detected

Peak

Reviews/mo

Timeline

Months

Pattern Analysis

Warning: We detected 1 suspicious review spike(s). Legitimate products typically have steady, organic review growth.

Keyword Analysis

Common phrases and their authenticity patterns

79%

Authenticity

great(5)easy(8)

Positive

Natural phrases

Critical

Genuine concerns

Suspicious

Generic phrases

Language Authenticity

Vocabulary Diversity100%

Natural Language Flow68%

Unique Phrasing100%

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

Recommendation

✅ Recommended

Analysis Date

December 8, 2025

Total Reviews

1,786 reviews analyzed

Understanding This Trust Score

GLACIER FRESH EDR3RXD1 Compatible with 4396841 Refrigerator ... received a Grade A with a trust score of 92/100. This product has earned our highest trust rating. The review patterns show authentic customer feedback with natural language variation, consistent timing, and verified purchases. You can shop with confidence.

What This Means:

•Reviews show natural language diversity
•No suspicious timing patterns detected
•High percentage of verified purchases
•Review velocity matches expected sales patterns

What Reviewers Are Saying

Based on our analysis of customer reviews for GLACIER FRESH EDR3RXD1 Compatible with 4396841 Ref..., here are the most common themes and opinions shared by verified buyers:

✓ Commonly Praised:

easy (8x)

Overall sentiment: Based on this analysis, the GLACIER FRESH EDR3RXD1 refrigerator water filter is a trustworthy product, backed by a high overall score of 92/100 and a strong brand reputation from GE. The product's consistency and reviewer credibility are notable positives, indicating that customers are satisfied with the filter's performance. However, the lower review content quality and seller reputation scores suggest that some customers may have experienced issues with the product or its seller, which should be considered before making a purchase.

Frequently Asked Questions

Are the reviews for GLACIER FRESH EDR3RXD1 Compatible with 4... real?

▼

Based on our AI analysis, approximately 92% of reviews appear authentic, while 8% 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 1,786 reviews to calculate the trust score.

Should I buy GLACIER FRESH EDR3RXD1 Compatible with 4...?

▼

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

Shopping Tips for [object Object]

This product has 1,786 reviews with a Grade A 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.

✨ Premium Quality Product

As an Amazon Associate I earn from qualifying purchases