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 94% (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.

✅ MBYULO Cordless Vacuum Cleaner for Home 680W 60Kpa Upgraded Powerful Stick Vacuum Up to 75Mins, Anti-Tangle & Wall Mount Charging, 8 in 1 Lightweight Vacuum Cleaners for Home/Pet Hair/Carpets/Floors Review Analysis

Name: MBYULO Cordless Vacuum Cleaner for Home 680W 60Kpa Upgraded Powerful Stick Vacuum Up to 75Mins, Anti-Tangle & Wall Mount Charging, 8 in 1 Lightweight Vacuum Cleaners for Home/Pet Hair/Carpets/Floors
Brand: MBYULO
SKU: B0FHVF5LLM
Price: 119.99 USD
Availability: InStock
Rating: 4.4 (2670 reviews)

Analysis Summary

Based on the analysis, the MBYULO Cordless Vacuum Cleaner has received overwhelmingly positive reviews, with an overall score of 94/100 and a 4.4/5 rating. The high scores for Review Content Quality, Review Velocity, and Reviewer Credibility suggest that reviewers are providing detailed and trustworthy feedback, which is a positive sign for the product's performance. However, the relatively low score for Brand Trust (60/100) indicates that some customers may have concerns about the brand's reputation and consistency, which could be a concern for potential buyers.

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

91%

Authenticity

lightweight(5)easy to use(8)great vacuum(11)

Positive

Natural phrases

Critical

Genuine concerns

Suspicious

Generic phrases

Language Authenticity

Vocabulary Diversity86%

Natural Language Flow98%

Unique Phrasing90%

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

Recommendation

✅ Recommended

Analysis Date

January 14, 2026

Total Reviews

2,670 reviews analyzed

Understanding This Trust Score

MBYULO Cordless Vacuum Cleaner for Home 680W 60Kpa Upgraded ... received a Grade A with a trust score of 94/100. 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 MBYULO Cordless Vacuum Cleaner for Home 680W 60Kpa..., here are the most common themes and opinions shared by verified buyers:

✓ Commonly Praised:

lightweight (5x)easy to use (8x)great vacuum (11x)

Overall sentiment: Based on the analysis, the MBYULO Cordless Vacuum Cleaner has received overwhelmingly positive reviews, with an overall score of 94/100 and a 4.4/5 rating. The high scores for Review Content Quality, Review Velocity, and Reviewer Credibility suggest that reviewers are providing detailed and trustworthy feedback, which is a positive sign for the product's performance. However, the relatively low score for Brand Trust (60/100) indicates that some customers may have concerns about the brand's reputation and consistency, which could be a concern for potential buyers.

Frequently Asked Questions

Are the reviews for MBYULO Cordless Vacuum Cleaner for Home ... real?

▼

Based on our AI analysis, approximately 94% of reviews appear authentic, while 6% 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 2,670 reviews to calculate the trust score.

Should I buy MBYULO Cordless Vacuum Cleaner for Home ...?

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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 2,670 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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