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 87% (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.

Product image of Hoover MAXLife Pro Pet Swivel Vacuum Cleaner, Bagless Upright Vac, HEPA Media Filtration, MAXLife System, WindTunnel Technology, Corded Vacuum Cleaners for Home Use

Hoover MAXLife Pro Pet Swivel Vacuum Cleaner, Bagless Upright Vac, HEPA Media Filtration, MAXLife System, WindTunnel Technology, Corded Vacuum Cleaners for Home Use

Name: Hoover MAXLife Pro Pet Swivel Vacuum Cleaner, Bagless Upright Vac, HEPA Media Filtration, MAXLife System, WindTunnel Technology, Corded Vacuum Cleaners for Home Use
Brand: Hoover
SKU: B085WPWTM1
Price: 174.99 USD
Availability: InStock
Rating: 4 (10430 reviews)

4.0(10,430 reviews)

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

Last analyzed: October 21, 2025

0%🟢

Very Good

Trust Score

How trustworthy are the reviews for this product?

✓ Reviews appear trustworthy

Analysis Summary

Analysis is 60.3 days old. Re-run to get the latest review data and insights.

Based on the analysis, the Hoover MAXLife Pro Pet Swivel Vacuum Cleaner has received a generally positive review, with an overall score of 87/100. However, concerns arise from the relatively low review content quality, which may indicate that some reviews lack detail or specificity. Despite this, the product's consistency and high reviewer credibility suggest that it is a trustworthy option for pet owners, with many reviewers praising its effectiveness in cleaning pet hair and dander.

Review Timeline

Review patterns over time - spikes may indicate manipulation

93%

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

61%

Authenticity

amazing(5)unbelievable(8)life-changing(11)

Positive

Natural phrases

Critical

Genuine concerns

Suspicious

Generic phrases

Language Authenticity

Vocabulary Diversity96%

Natural Language Flow74%

Unique Phrasing94%

Caution: Some phrases appear unusually frequently. This may indicate coordinated reviews or templated responses.

Recommendation

✅ Recommended

Analysis Date

October 21, 2025

Total Reviews

10,430 reviews analyzed

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✨ High Quality Product

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Grade BHoover MAXLife Pro Pet Swivel Vacuum Cleaner, Bagless Upright Vac, HEPA Media Filtration, MAXLife System, WindTunnel Technology, Corded Vacuum Cleaners for Home Use