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 85% (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.

Product image of 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

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

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: 159.99 USD
Availability: InStock
Rating: 4.3 (8102 reviews)

4.3(8,102 reviews)

AI-powered analysis of this product's reviews to help you make an informed purchase decision.

Excellent

Trust Score

How trustworthy are the reviews for this product?

✓ Reviews appear trustworthy

Analysis Summary

The LEVOIT Cordless Vacuum Cleaner has a strong overall score of 85/100, driven by high review content quality, reviewer credibility, and product consistency, indicating a trustworthy product. However, the low review count of only 2 reviews and relatively low seller reputation score of 72/100 raise concerns about the product's representation and the seller's reliability. Despite being a GE-branded product, the limited review data and seller reputation warrant cautious consideration, particularly in the competitive vacuum cleaner category where brand reputation and customer feedback are crucial.

Review Timeline

Review patterns over time - spikes may indicate manipulation

90%

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

88%

Authenticity

easy to use(5)quiet operation(8)

Positive

Natural phrases

Critical

Genuine concerns

Suspicious

Generic phrases

Language Authenticity

Vocabulary Diversity30%

Natural Language Flow40%

Unique Phrasing40%

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

Recommendation

✅ Recommended

Analysis Date

July 20, 2025

Total Reviews

8,102 reviews analyzed

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✨ Highly Trusted Product

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Grade ALEVOIT 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