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 86.025% (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?

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✅ 2PCS Silicone Oil Pan Heater Pad 150W 120V with Thermostat, 4x5in Self-Adhesive Engine Block Heater Pad for Diesel Car Engine Heater Pad with 68" Power Cord, Fast Preheating Block Heater Review Analysis

Name: 2PCS Silicone Oil Pan Heater Pad 150W 120V with Thermostat, 4x5in Self-Adhesive Engine Block Heater Pad for Diesel Car Engine Heater Pad with 68" Power Cord, Fast Preheating Block Heater
Brand: 2PCS
SKU: B0FKGVVB5Q
Price: 46.15 CAD
Availability: InStock
Rating: 4.4 (27 reviews)

Analysis Summary

Analysis is 49.8 days old. Re-run to get the latest review data and insights.

Based on the analysis, this product has received overwhelmingly positive reviews from customers, with an average rating of 4.4/5 and a high overall score of 86.025/100. The product's high consistency score suggests that it is reliable and performs well, but the seller's reputation score is lower than expected, which may raise some concerns about customer service and product support. Overall, this product appears to be a trustworthy option for customers looking for a reliable engine block heater pad, but it's essential to be aware of the potential limitations in customer support.

Review Timeline

Review patterns over time - spikes may indicate manipulation

83%

Velocity Score

Spikes

None found

Peak

Reviews/mo

Timeline

Day Span

Pattern Analysis

Warning: All reviews were posted in a very short period. This can be a sign of a review campaign.

Keyword Analysis

Common phrases and their authenticity patterns

85%

Authenticity

cold weather(5)diesel engines(8)oil pan heaters(11)

Positive

Natural phrases

Critical

Genuine concerns

Suspicious

Generic phrases

Language Authenticity

Vocabulary Diversity91%

Natural Language Flow95%

Unique Phrasing91%

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

Recommendation

✅ Recommended

Analysis Date

November 30, 2025

Total Reviews

27 reviews analyzed

Understanding This Trust Score

2PCS Silicone Oil Pan Heater Pad 150W 120V with Thermostat, ... received a Grade B with a trust score of 86.025/100. 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 2PCS Silicone Oil Pan Heater Pad 150W 120V with Th..., here are the most common themes and opinions shared by verified buyers:

✓ Commonly Praised:

diesel engines (8x)oil pan heaters (11x)

⚠ Common Concerns:

cold weather (5x)

Overall sentiment: Based on the analysis, this product has received overwhelmingly positive reviews from customers, with an average rating of 4.4/5 and a high overall score of 86.025/100. The product's high consistency score suggests that it is reliable and performs well, but the seller's reputation score is lower than expected, which may raise some concerns about customer service and product support. Overall, this product appears to be a trustworthy option for customers looking for a reliable engine block heater pad, but it's essential to be aware of the potential limitations in customer support.

Frequently Asked Questions

Are the reviews for 2PCS Silicone Oil Pan Heater Pad 150W 12... real?

▼

Based on our AI analysis, approximately 86.025% of reviews appear authentic, while 13.974999999999994% 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 27 reviews to calculate the trust score.

Should I buy 2PCS Silicone Oil Pan Heater Pad 150W 12...?

▼

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 27 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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