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 90% (Grade A). Scores above 80% indicate highly trustworthy reviews, 60-79% are generally reliable, and below 60% suggest caution.

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✅ ELEGOO Matte PLA Filament 1.75mm Sunshine Yellow 1KG, 3D Printer Filament High Precision, 1kg Spool (2.2lbs) Fits for Most FDM 3D Printers Review Analysis

Name: ELEGOO Matte PLA Filament 1.75mm Sunshine Yellow 1KG, 3D Printer Filament High Precision, 1kg Spool (2.2lbs) Fits for Most FDM 3D Printers
Brand: ELEGOO
SKU: B0FC2R551X
Price: 15.29 USD
Availability: InStock
Rating: 4.6 (118 reviews)

Analysis Summary

Analysis is 40.1 days old. Re-run to get the latest review data and insights.

Based on the analysis, the ELEGOO Matte PLA Filament has received overwhelmingly positive reviews, with a 4.6/5 rating and 90/100 overall score. Reviewers praised the product's high precision and consistency, with 95/100 scores for Review Velocity and Product Consistency. However, the Seller Reputation score of 78/100 suggests that some customers may have experienced issues with customer service or order fulfillment, which is a concern for a product that relies on timely and reliable shipping.

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

prints well(5)good color(8)

Positive

Natural phrases

Critical

Genuine concerns

Suspicious

Generic phrases

Language Authenticity

Vocabulary Diversity100%

Natural Language Flow71%

Unique Phrasing94%

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

Recommendation

✅ Recommended

Analysis Date

December 9, 2025

Total Reviews

118 reviews analyzed

Understanding This Trust Score

ELEGOO Matte PLA Filament 1.75mm Sunshine Yellow 1KG, 3D Pri... received a Grade A with a trust score of 90/100. 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 ELEGOO Matte PLA Filament 1.75mm Sunshine Yellow 1..., here are the most common themes and opinions shared by verified buyers:

✓ Commonly Praised:

prints well (5x)good color (8x)

Overall sentiment: Based on the analysis, the ELEGOO Matte PLA Filament has received overwhelmingly positive reviews, with a 4.6/5 rating and 90/100 overall score. Reviewers praised the product's high precision and consistency, with 95/100 scores for Review Velocity and Product Consistency. However, the Seller Reputation score of 78/100 suggests that some customers may have experienced issues with customer service or order fulfillment, which is a concern for a product that relies on timely and reliable shipping.

Frequently Asked Questions

Are the reviews for ELEGOO Matte PLA Filament 1.75mm Sunshin... real?

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Based on our AI analysis, approximately 90% of reviews appear authentic, while 10% 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 118 reviews to calculate the trust score.

Should I buy ELEGOO Matte PLA Filament 1.75mm Sunshin...?

▼

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 118 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

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