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 88.475% (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.

✅ Glass Oil Film Remover for Car, 100ml Roll-On Glass Compound with Cleaning Board, Removes Oil Film & Smudges, Improve Windshield Clarity for Safe Driving Review Analysis

Name: Glass Oil Film Remover for Car, 100ml Roll-On Glass Compound with Cleaning Board, Removes Oil Film & Smudges, Improve Windshield Clarity for Safe Driving
Brand: Glass
SKU: B0FCM8FDY1
Price: 8.98 USD
Availability: InStock
Rating: 3.5 (33 reviews)

Analysis Summary

Analysis is 35.2 days old. Re-run to get the latest review data and insights.

Based on the analysis, this Glass Oil Film Remover from GE has received a moderate rating of 3.5/5 from 8 reviews, indicating some mixed opinions about its effectiveness. While the review content quality, reviewer credibility, and review velocity are high, the seller reputation and product consistency scores are lower, suggesting potential concerns about the product's reliability and the seller's trustworthiness. Overall, this product may be a decent option for those looking to improve windshield clarity, but users should be cautious and consider multiple reviews before making a purchase.

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

91%

Authenticity

good(5)great(8)impressed(11)

Positive

Natural phrases

Critical

Genuine concerns

Suspicious

Generic phrases

Language Authenticity

Vocabulary Diversity100%

Natural Language Flow65%

Unique Phrasing100%

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

Recommendation

✅ Recommended

Analysis Date

December 14, 2025

Total Reviews

33 reviews analyzed

Understanding This Trust Score

Glass Oil Film Remover for Car, 100ml Roll-On Glass Compound... received a Grade B with a trust score of 88.475/100. 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 Glass Oil Film Remover for Car, 100ml Roll-On Glas..., here are the most common themes and opinions shared by verified buyers:

✓ Commonly Praised:

good (5x)great (8x)impressed (11x)

Overall sentiment: Based on the analysis, this Glass Oil Film Remover from GE has received a moderate rating of 3.5/5 from 8 reviews, indicating some mixed opinions about its effectiveness. While the review content quality, reviewer credibility, and review velocity are high, the seller reputation and product consistency scores are lower, suggesting potential concerns about the product's reliability and the seller's trustworthiness. Overall, this product may be a decent option for those looking to improve windshield clarity, but users should be cautious and consider multiple reviews before making a purchase.

Frequently Asked Questions

Are the reviews for Glass Oil Film Remover for Car, 100ml Ro... real?

▼

Based on our AI analysis, approximately 88.475% of reviews appear authentic, while 11.525000000000006% 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 33 reviews to calculate the trust score.

Should I buy Glass Oil Film Remover for Car, 100ml Ro...?

▼

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 for [object Object]

This product has 33 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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