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 86% (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.

✅ I clean 20Packs Type GNMiele Vacuum Bags,Replacement Miele AirClean 3D Efficiency Compatible Miele Canister Vacuum Cleaner Dust Bags,5pcs Motor Protection Filters & 5pcs Air Clean Filter Review Analysis

Name: I clean 20Packs Type GNMiele Vacuum Bags,Replacement Miele AirClean 3D Efficiency Compatible Miele Canister Vacuum Cleaner Dust Bags,5pcs Motor Protection Filters & 5pcs Air Clean Filter
Brand: I
SKU: B01I3BF10G
Price: 25.99 USD
Availability: InStock
Rating: 4.5 (206 reviews)

Analysis Summary

Analysis is 61.1 days old. Re-run to get the latest review data and insights.

Based on the analysis, this Miele product has received a high overall score of 86/100, with a rating of 4.5/5 from 10 reviews. The product appears to be trustworthy due to its high consistency and reviewer credibility, suggesting that customers are satisfied with the product's performance. However, there are some concerns about the review content quality, which may be influenced by the fact that the product is a default item, potentially leading to less detailed reviews.

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

71%

Authenticity

unbeatable price(5)great deal(8)excellent product(11)

Positive

Natural phrases

Critical

Genuine concerns

Suspicious

Generic phrases

Language Authenticity

Vocabulary Diversity100%

Natural Language Flow88%

Unique Phrasing95%

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

Recommendation

✅ Recommended

Analysis Date

November 18, 2025

Total Reviews

206 reviews analyzed

Understanding This Trust Score

I clean 20Packs Type GNMiele Vacuum Bags,Replacement Miele A... received a Grade B with a trust score of 86/100. 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 I clean 20Packs Type GNMiele Vacuum Bags,Replaceme..., here are the most common themes and opinions shared by verified buyers:

✓ Commonly Praised:

excellent product (11x)

Overall sentiment: Based on the analysis, this Miele product has received a high overall score of 86/100, with a rating of 4.5/5 from 10 reviews. The product appears to be trustworthy due to its high consistency and reviewer credibility, suggesting that customers are satisfied with the product's performance. However, there are some concerns about the review content quality, which may be influenced by the fact that the product is a default item, potentially leading to less detailed reviews.

Frequently Asked Questions

Are the reviews for I clean 20Packs Type GNMiele Vacuum Bags... real?

▼

Based on our AI analysis, approximately 86% of reviews appear authentic, while 14% 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 206 reviews to calculate the trust score.

Should I buy I clean 20Packs Type GNMiele Vacuum Bags...?

▼

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 206 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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