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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% (Grade B). Scores above 80% indicate highly trustworthy reviews, 60-79% are generally reliable, and below 60% suggest caution.

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✅ LIQUI MOLY Oil Additive Cera Tec 20002 Ceramic Wear & Tear Protection for Petrol & Diesel Engines Smoother Engine Performance, Less Friction & Lower Fuel Consumption 300 ml Review Analysis

Name: LIQUI MOLY Oil Additive Cera Tec 20002 Ceramic Wear & Tear Protection for Petrol & Diesel Engines Smoother Engine Performance, Less Friction & Lower Fuel Consumption 300 ml
Brand: LIQUI
SKU: B001CZODH8
Price: 27.49 USD
Availability: InStock
Rating: 4.7 (28147 reviews)

Analysis Summary

Analysis is 130.2 days old. Re-run to get the latest review data and insights.

Based on the analysis, the LIQUI MOLY Oil Additive Cera Tec 20002 has received overwhelmingly positive reviews from customers, with an average rating of 4.7/5. The high review velocity and reviewer credibility scores suggest that customers are actively recommending the product and have a good understanding of its benefits. However, the relatively low review content quality score indicates that some reviews may be lacking in detail, which could be a concern for customers looking for more in-depth information about the product's effectiveness.

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

61%

Authenticity

game-changer(5)remarkable transformation(8)fantastic product(11)

Positive

Natural phrases

Critical

Genuine concerns

Suspicious

Generic phrases

Language Authenticity

Vocabulary Diversity96%

Natural Language Flow98%

Unique Phrasing92%

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

Recommendation

✅ Recommended

Analysis Date

September 10, 2025

Total Reviews

28,147 reviews analyzed

Understanding This Trust Score

LIQUI MOLY Oil Additive Cera Tec 20002 Ceramic Wear & Tear P... received a Grade B with a trust score of 86/100. 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 LIQUI MOLY Oil Additive Cera Tec 20002 Ceramic Wea..., here are the most common themes and opinions shared by verified buyers:

Overall sentiment: Based on the analysis, the LIQUI MOLY Oil Additive Cera Tec 20002 has received overwhelmingly positive reviews from customers, with an average rating of 4.7/5. The high review velocity and reviewer credibility scores suggest that customers are actively recommending the product and have a good understanding of its benefits. However, the relatively low review content quality score indicates that some reviews may be lacking in detail, which could be a concern for customers looking for more in-depth information about the product's effectiveness.

Frequently Asked Questions

Are the reviews for LIQUI MOLY Oil Additive Cera Tec 20002 C... real?

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Based on our AI analysis, approximately 86% of reviews appear authentic, while 14% 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 28,147 reviews to calculate the trust score.

Should I buy LIQUI MOLY Oil Additive Cera Tec 20002 C...?

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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 28,147 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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