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 92% (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.

VIZIO 32-inch HD Smart TV 720p LED w/Alexa Compatibility, Google Cast Built-in, Bluetooth Headphone Capable (VHD32M-08, New)

Name: VIZIO 32-inch HD Smart TV 720p LED w/Alexa Compatibility, Google Cast Built-in, Bluetooth Headphone Capable (VHD32M-08, New)
Brand: VIZIO
SKU: B0CVBL2J34
Price: 95.06 USD
Availability: InStock
Rating: 4.4 (593 reviews)

4.4(593 reviews)

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

Last analyzed: October 21, 2025

0%🟢

Excellent

Trust Score

How trustworthy are the reviews for this product?

✓ Reviews appear trustworthy

Analysis Summary

Analysis is 64.5 days old. Re-run to get the latest review data and insights.

Based on this review analysis, the VIZIO 32-inch HD Smart TV has received overwhelmingly positive feedback from customers, with a rating of 4.4 out of 5 stars and an overall score of 92/100. The high review content quality, reviewer credibility, and product consistency scores suggest that customers are generally satisfied with the product's performance and reliability. However, the lower seller reputation score indicates that some customers may have had issues with the seller's customer service or shipping.

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

89%

Authenticity

great picture(5)easy to set up(8)

Positive

Natural phrases

Critical

Genuine concerns

Suspicious

Generic phrases

Language Authenticity

Vocabulary Diversity100%

Natural Language Flow87%

Unique Phrasing95%

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

Recommendation

✅ Recommended

Analysis Date

October 21, 2025

Total Reviews

593 reviews analyzed

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✨ Premium Quality Product

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Grade AVIZIO 32-inch HD Smart TV 720p LED w/Alexa Compatibility, Google Cast Built-in, Bluetooth Headphone Capable (VHD32M-08, New)