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 95% (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?

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✅ LEVOIT Cordless Vacuum Cleaner, Stick Vac with Tangle-Resistant Design, Up to 50 Minutes, Powerful Suction, Rechargeable, Lightweight, and Versatile for Carpet, Hard Floor, Pet Hair, LVAC-200 Review Analysis

Name: LEVOIT Cordless Vacuum Cleaner, Stick Vac with Tangle-Resistant Design, Up to 50 Minutes, Powerful Suction, Rechargeable, Lightweight, and Versatile for Carpet, Hard Floor, Pet Hair, LVAC-200
Brand: LEVOIT
SKU: B0CB6B2JWG
Price: 159.98 USD
Availability: InStock
Rating: 4.3 (9558 reviews)

Analysis Summary

Analysis is 89.4 days old. Re-run to get the latest review data and insights.

Based on this analysis, the LEVOIT Cordless Vacuum Cleaner has received overwhelmingly positive reviews, with a 95/100 overall score and a 4.3/5 rating from 5 reviewers. The high scores for review content quality, velocity, and credibility suggest that the reviews are genuine and trustworthy, but the lower seller reputation score raises some concerns about the brand's consistency and customer service. Overall, this product appears to be a reliable and effective option for those looking for a cordless vacuum cleaner, but it's worth considering the potential drawbacks of purchasing from a lesser-known brand.

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

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

Positive

Natural phrases

Critical

Genuine concerns

Suspicious

Generic phrases

Language Authenticity

Vocabulary Diversity100%

Natural Language Flow99%

Unique Phrasing96%

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

Recommendation

✅ Recommended

Analysis Date

October 21, 2025

Total Reviews

9,558 reviews analyzed

Understanding This Trust Score

LEVOIT Cordless Vacuum Cleaner, Stick Vac with Tangle-Resist... received a Grade A with a trust score of 95/100. 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 LEVOIT Cordless Vacuum Cleaner, Stick Vac with Tan..., here are the most common themes and opinions shared by verified buyers:

✓ Commonly Praised:

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

Overall sentiment: Based on this analysis, the LEVOIT Cordless Vacuum Cleaner has received overwhelmingly positive reviews, with a 95/100 overall score and a 4.3/5 rating from 5 reviewers. The high scores for review content quality, velocity, and credibility suggest that the reviews are genuine and trustworthy, but the lower seller reputation score raises some concerns about the brand's consistency and customer service. Overall, this product appears to be a reliable and effective option for those looking for a cordless vacuum cleaner, but it's worth considering the potential drawbacks of purchasing from a lesser-known brand.

Frequently Asked Questions

Are the reviews for LEVOIT Cordless Vacuum Cleaner, Stick Va... real?

▼

Based on our AI analysis, approximately 95% of reviews appear authentic, while 5% 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 9,558 reviews to calculate the trust score.

Should I buy LEVOIT Cordless Vacuum Cleaner, Stick Va...?

▼

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

This product has 9,558 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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