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 77% (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.

✅ UltraPro Porcelain Light Socket with Outlet and Pull Chain Light Fixture, Light Bulb Socket, Medium Base, Grounded Plug, Indoor Lighting, Mount on 3-1/4” or 4” Box, UL Listed, White, 18305,1-Pack Review Analysis

Name: UltraPro Porcelain Light Socket with Outlet and Pull Chain Light Fixture, Light Bulb Socket, Medium Base, Grounded Plug, Indoor Lighting, Mount on 3-1/4” or 4” Box, UL Listed, White, 18305,1-Pack
Brand: UltraPro
SKU: B008DB3JRY
Price: 9.94 USD
Availability: InStock
Rating: 4.6 (7173 reviews)

Analysis Summary

Analysis is 153.4 days old. Re-run to get the latest review data and insights.

This product review analysis is actually for a lighting fixture, not a clothing item, which is a significant discrepancy given the category context. Despite this, the overall rating of 4.6/5 suggests that customers are generally satisfied with the product, with high scores for product consistency and review content quality being major positives. However, the low brand trust score of 30/100 raises concerns about the reliability and reputation of the UltraPro brand, which may impact the validity of the reviews and the product's overall trustworthiness.

Review Timeline

Review patterns over time - spikes may indicate manipulation

68%

Velocity Score

Spikes

Detected

Peak

Reviews/mo

Timeline

Months

Pattern Analysis

Warning: We detected 1 suspicious review spike(s). Legitimate products typically have steady, organic review growth.

Keyword Analysis

Common phrases and their authenticity patterns

89%

Authenticity

works well(5)easy to install(8)

Positive

Natural phrases

Critical

Genuine concerns

Suspicious

Generic phrases

Language Authenticity

Vocabulary Diversity100%

Natural Language Flow88%

Unique Phrasing95%

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

Recommendation

✅ Recommended

Analysis Date

August 18, 2025

Total Reviews

7,173 reviews analyzed

Understanding This Trust Score

UltraPro Porcelain Light Socket with Outlet and Pull Chain L... received a Grade B with a trust score of 77/100. This product shows mostly genuine review patterns with minor concerns. The majority of reviews appear authentic, though some indicators suggest a small percentage may be incentivized or less reliable.

What This Means:

•Most reviews appear authentic
•Some minor patterns warrant attention
•Overall trustworthy for purchase decisions
•Consider reading recent reviews more carefully

What Reviewers Are Saying

Based on our analysis of customer reviews for UltraPro Porcelain Light Socket with Outlet and Pu..., here are the most common themes and opinions shared by verified buyers:

✓ Commonly Praised:

works well (5x)easy to install (8x)

Overall sentiment: This product review analysis is actually for a lighting fixture, not a clothing item, which is a significant discrepancy given the category context. Despite this, the overall rating of 4.6/5 suggests that customers are generally satisfied with the product, with high scores for product consistency and review content quality being major positives. However, the low brand trust score of 30/100 raises concerns about the reliability and reputation of the UltraPro brand, which may impact the validity of the reviews and the product's overall trustworthiness.

Frequently Asked Questions

Are the reviews for UltraPro Porcelain Light Socket with Out... real?

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Based on our AI analysis, approximately 77% of reviews appear authentic, while 23% 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 7,173 reviews to calculate the trust score.

Should I buy UltraPro Porcelain Light Socket with Out...?

▼

Based on our analysis, this product has trustworthy reviews and appears to be a safe purchase. The B grade indicates good review authenticity.

Shopping Tips

This product has 7,173 reviews with a Grade B 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.

✨ High Quality Product

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